DataFrame
NO COMPARISON TARGET
433930
ROWS
2072
DUPLICATES
1.7 GB
RAM
137
FEATURES
112
CATEGORICAL
15
NUMERICAL
10
TEXT
2.1.0
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
NU_ANO
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
2
CO_IES
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
1,224
(<1%)
ZEROES:
---
MAX
23,410
95%
4,901
Q3
1,753
AVG
1,626
MEDIAN
621
Q1
349
5%
21
MIN
1
RANGE
23,409
IQR
1,404
STD
2,737
VAR
7.5M
KURT.
18.0
SKEW
4.01
SUM
705.8M
3
CO_CATEGAD
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
15
(<1%)
ZEROES:
---
MAX
17,634
95%
10,008
Q3
10,007
MEDIAN
10,005
AVG
8,423
Q1
10,002
5%
115
MIN
93
RANGE
17,541
IQR
5.00
STD
3,652
VAR
13.3M
KURT.
1.40
SKEW
-1.80
SUM
3.7B
4
CO_ORGACAD
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
5
CO_GRUPO
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
29
(<1%)
ZEROES:
---
MAX
6,410
95%
6,208
Q3
5,710
AVG
2,433
MEDIAN
55
Q1
21
5%
6
MIN
5
RANGE
6,405
IQR
5,689
STD
2,747
VAR
7.5M
KURT.
-1.76
SKEW
0.352
SUM
1.1B
6
CO_CURSO
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
8,360
(2%)
ZEROES:
---
MAX
5.0M
95%
1.3M
Q3
1.2M
AVG
0.6M
MEDIAN
0.1M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
5.0M
IQR
1.1M
STD
852k
VAR
726.3B
KURT.
13.0
SKEW
3.06
SUM
244.1B
7
CO_MODALIDADE
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
8
CO_MUNIC_CURSO
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
655
(<1%)
ZEROES:
---
MAX
5.3M
95%
5.2M
Q3
4.1M
AVG
3.4M
MEDIAN
3.3M
Q1
2.9M
5%
1.5M
MIN
1.1M
RANGE
4.2M
IQR
1.2M
STD
902k
VAR
813.7B
KURT.
0.242
SKEW
-0.081
SUM
1.5T
9
CO_UF_CURSO
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
27
(<1%)
ZEROES:
---
MAX
53.0
95%
52.0
Q3
41.0
AVG
33.4
MEDIAN
33.0
Q1
29.0
5%
15.0
MIN
11.0
RANGE
42.0
IQR
12.0
STD
9.01
VAR
81.2
KURT.
0.245
SKEW
-0.042
SUM
14.5M
10
CO_REGIAO_CURSO
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
11
NU_IDADE
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
66
(<1%)
ZEROES:
---
MAX
86.0
95%
41.0
Q3
30.0
AVG
27.6
MEDIAN
25.0
Q1
23.0
5%
22.0
MIN
10.0
RANGE
76.0
IQR
7.00
STD
6.47
VAR
41.9
KURT.
4.50
SKEW
1.94
SUM
12.0M
12
TP_SEXO
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
13
ANO_FIM_EM
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
77
(<1%)
ZEROES:
---
MAX
2,612
95%
2,015
Q3
2,014
MEDIAN
2,012
AVG
2,010
Q1
2,009
5%
2,000
MIN
1,014
RANGE
1,598
IQR
5.00
STD
6.35
VAR
40.3
KURT.
5,633
SKEW
-37.4
SUM
872.3M
14
ANO_IN_GRAD
VALUES:
433,562
(>99%)
MISSING:
368
(<1%)
DISTINCT:
64
(<1%)
ZEROES:
---
MAX
2,092
95%
2,018
Q3
2,016
MEDIAN
2,015
AVG
2,015
Q1
2,014
5%
2,012
MIN
3
RANGE
2,089
IQR
2.00
STD
21.7
VAR
469
KURT.
7,252
SKEW
-84.5
SUM
873.5M
15
CO_TURNO_GRADUACAO
VALUES:
410,183
(95%)
MISSING:
23,747
(5%)
DISTINCT:
4
(<1%)
16
TP_INSCRICAO_ADM
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
17
TP_INSCRICAO
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
18
NU_ITEM_OFG
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
19
NU_ITEM_OFG_Z
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
20
NU_ITEM_OFG_X
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
21
NU_ITEM_OFG_N
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
22
NU_ITEM_OCE
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
23
NU_ITEM_OCE_Z
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
24
NU_ITEM_OCE_X
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
25
NU_ITEM_OCE_N
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
26
DS_VT_GAB_OFG_ORIG
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
27
DS_VT_GAB_OFG_FIN
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
28
DS_VT_GAB_OCE_ORIG
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
29
(<1%)
29
DS_VT_GAB_OCE_FIN
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
29
(<1%)
30
DS_VT_ESC_OFG
VALUES:
433,883
(>99%)
MISSING:
47
(<1%)
DISTINCT:
78,550
(18%)
43,711
10%
-
-
2,425
<1%
-
-
ADCBCCDB
2,405
<1%
-
-
ADCBECDB
2,048
<1%
-
-
ADCBACDB
1,859
<1%
-
-
EDCBCCDB
1,785
<1%
-
-
EDCBECDB
1,628
<1%
-
-
ADCBECEB
378,022
87%
-
-
(Other)
31
DS_VT_ACE_OFG
VALUES:
433,883
(>99%)
MISSING:
47
(<1%)
DISTINCT:
129
(<1%)
43,711
10%
-
-
16,969
4%
-
-
81110111
12,751
3%
-
-
81100011
12,264
3%
-
-
81100111
11,750
3%
-
-
81110101
11,450
3%
-
-
81110011
8,662
2%
-
-
81100001
316,326
73%
-
-
(Other)
32
DS_VT_ESC_OCE
VALUES:
433,883
(>99%)
MISSING:
47
(<1%)
DISTINCT:
389,237
(90%)
43,711
10%
-
-
571
<1%
-
-
...........................
36
<1%
-
-
AAAAAAAAAAAAAAAAAAAAAAAAAAA
35
<1%
-
-
DDDDDDDDDDDDDDDDDDDDDDDDDDD
34
<1%
-
-
CCCCCCCCCCCCCCCCCCCCCCCCCCC
22
<1%
-
-
ABCDEDCBABCDEDCBABCDEDCBABC
19
<1%
-
-
BBBBBBBBBBBBBBBBBBBBBBBBBBB
389,455
90%
-
-
(Other)
33
DS_VT_ACE_OCE
VALUES:
433,883
(>99%)
MISSING:
47
(<1%)
DISTINCT:
349,412
(81%)
43,711
10%
-
-
108
<1%
-
-
000900000000999090000099000
95
<1%
-
-
809000090000080080080090800
78
<1%
-
-
900000009000999000000008000
72
<1%
-
-
000008000090000000900000000
52
<1%
-
-
809000090000180080080090800
43
<1%
-
-
090090090000000000000009000
389,724
90%
-
-
(Other)
34
TP_PRES
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
35
TP_PR_GER
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
36
TP_PR_OB_FG
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
37
TP_PR_DI_FG
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
38
TP_PR_OB_CE
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
39
TP_PR_DI_CE
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
40
TP_SFG_D1
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
41
TP_SFG_D2
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
42
TP_SCE_D1
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
43
TP_SCE_D2
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
44
TP_SCE_D3
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
45
NT_GER
VALUES:
390,091
(90%)
MISSING:
43,839
(10%)
DISTINCT:
897
(<1%)
1,037
<1%
-
-
38,3
1,034
<1%
-
-
43,3
1,034
<1%
-
-
39,4
1,014
<1%
-
-
43,2
1,008
<1%
-
-
46,3
1,001
<1%
-
-
42,1
990
<1%
-
-
42
382,973
98%
-
-
(Other)
46
NT_FG
VALUES:
390,091
(90%)
MISSING:
43,839
(10%)
DISTINCT:
714
(<1%)
7,546
2%
-
-
25,7
7,140
2%
-
-
34,3
6,792
2%
-
-
17,2
3,852
<1%
-
-
8,6
3,622
<1%
-
-
42,8
2,974
<1%
-
-
38,7
2,705
<1%
-
-
39,1
355,460
91%
-
-
(Other)
47
NT_OBJ_FG
VALUES:
390,091
(90%)
MISSING:
43,839
(10%)
DISTINCT:
8
(<1%)
48
NT_DIS_FG
VALUES:
390,091
(90%)
MISSING:
43,839
(10%)
DISTINCT:
195
(<1%)
30,877
8%
-
-
0
9,288
2%
-
-
11
8,119
2%
-
-
12
7,705
2%
-
-
10
6,964
2%
-
-
8,5
6,797
2%
-
-
7,5
6,725
2%
-
-
9,5
313,616
80%
-
-
(Other)
49
NT_FG_D1
VALUES:
390,091
(90%)
MISSING:
43,839
(10%)
DISTINCT:
100
(<1%)
ZEROES:
43,538
(10%)
MAX
99.0
95%
82.0
Q3
42.0
AVG
24.9
MEDIAN
15.0
Q1
9.0
5%
0.0
MIN
0.0
RANGE
99.0
IQR
33.0
STD
23.4
VAR
546
KURT.
0.577
SKEW
1.19
SUM
9.7M
50
NT_FG_D1_PT
VALUES:
390,114
(90%)
MISSING:
43,816
(10%)
DISTINCT:
21
(<1%)
ZEROES:
42,260
(10%)
MAX
100
95%
80
Q3
70
MEDIAN
55
AVG
51
Q1
40
5%
0
MIN
0
RANGE
100
IQR
30.0
STD
23.8
VAR
568
KURT.
-0.178
SKEW
-0.745
SUM
19.8M
51
NT_FG_D1_CT
VALUES:
390,114
(90%)
MISSING:
43,816
(10%)
DISTINCT:
10
(<1%)
52
NT_FG_D2
VALUES:
390,091
(90%)
MISSING:
43,839
(10%)
DISTINCT:
80
(<1%)
ZEROES:
59,421
(14%)
MAX
98.0
95%
69.0
Q3
34.0
AVG
22.2
MEDIAN
13.0
Q1
9.0
5%
0.0
MIN
0.0
RANGE
98.0
IQR
25.0
STD
20.8
VAR
433
KURT.
0.221
SKEW
1.05
SUM
8.6M
53
NT_FG_D2_PT
VALUES:
390,114
(90%)
MISSING:
43,816
(10%)
DISTINCT:
18
(<1%)
ZEROES:
58,094
(13%)
MAX
100
95%
80
Q3
70
MEDIAN
55
AVG
49
Q1
35
5%
0
MIN
0
RANGE
100
IQR
35.0
STD
25.6
VAR
657
KURT.
-0.382
SKEW
-0.751
SUM
19.3M
54
NT_FG_D2_CT
VALUES:
390,114
(90%)
MISSING:
43,816
(10%)
DISTINCT:
5
(<1%)
55
NT_CE
VALUES:
390,091
(90%)
MISSING:
43,839
(10%)
DISTINCT:
937
(<1%)
2,640
<1%
-
-
29,8
2,567
<1%
-
-
31,3
2,156
<1%
-
-
25,5
2,144
<1%
-
-
21,3
2,100
<1%
-
-
42,5
1,956
<1%
-
-
30,8
1,930
<1%
-
-
38,3
374,598
96%
-
-
(Other)
56
NT_OBJ_CE
VALUES:
390,091
(90%)
MISSING:
43,839
(10%)
DISTINCT:
150
(<1%)
20,541
5%
-
-
50
12,104
3%
-
-
40
9,835
3%
-
-
33,3
9,516
2%
-
-
60
9,303
2%
-
-
35
8,903
2%
-
-
25
8,687
2%
-
-
30
311,202
80%
-
-
(Other)
57
NT_DIS_CE
VALUES:
390,091
(90%)
MISSING:
43,839
(10%)
DISTINCT:
116
(<1%)
32,457
8%
-
-
0
13,218
3%
-
-
33,3
11,877
3%
-
-
6,7
11,425
3%
-
-
50
11,390
3%
-
-
43,3
11,233
3%
-
-
53,3
11,192
3%
-
-
40
287,299
74%
-
-
(Other)
58
NT_CE_D1
VALUES:
390,091
(90%)
MISSING:
43,839
(10%)
DISTINCT:
37
(<1%)
59
NT_CE_D2
VALUES:
390,091
(90%)
MISSING:
43,839
(10%)
DISTINCT:
21
(<1%)
ZEROES:
119,142
(27%)
MAX
100
95%
100
Q3
60
AVG
35
MEDIAN
30
Q1
0
5%
0
MIN
0
RANGE
100
IQR
60.0
STD
32.2
VAR
1,037
KURT.
-0.938
SKEW
0.490
SUM
13.8M
60
NT_CE_D3
VALUES:
390,091
(90%)
MISSING:
43,839
(10%)
DISTINCT:
41
(<1%)
61
CO_RS_I1
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
62
CO_RS_I2
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
63
CO_RS_I3
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
64
CO_RS_I4
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
65
CO_RS_I5
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
66
CO_RS_I6
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
67
CO_RS_I7
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
68
CO_RS_I8
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
69
CO_RS_I9
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
70
QE_I01
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
71
QE_I02
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
72
QE_I03
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
73
QE_I04
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
74
QE_I05
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
75
QE_I06
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
76
QE_I07
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
9
(<1%)
77
QE_I08
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
78
QE_I09
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
79
QE_I10
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
80
QE_I11
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
81
QE_I12
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
82
QE_I13
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
83
QE_I14
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
84
QE_I15
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
85
QE_I16
VALUES:
407,878
(94%)
MISSING:
26,052
(6%)
DISTINCT:
28
(<1%)
ZEROES:
---
MAX
99.0
95%
52.0
Q3
35.0
AVG
33.3
MEDIAN
33.0
Q1
29.0
5%
15.0
MIN
11.0
RANGE
88.0
IQR
6.00
STD
10.1
VAR
101
KURT.
6.29
SKEW
1.03
SUM
13.6M
86
QE_I17
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
87
QE_I18
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
88
QE_I19
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
89
QE_I20
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
90
QE_I21
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
91
QE_I22
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
92
QE_I23
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
93
QE_I24
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
94
QE_I25
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
9
(<1%)
95
QE_I26
VALUES:
433,930
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
96
QE_I27
VALUES:
407,873
(94%)
MISSING:
26,057
(6%)
DISTINCT:
8
(<1%)
97
QE_I28
VALUES:
407,874
(94%)
MISSING:
26,056
(6%)
DISTINCT:
8
(<1%)
98
QE_I29
VALUES:
407,871
(94%)
MISSING:
26,059
(6%)
DISTINCT:
8
(<1%)
99
QE_I30
VALUES:
407,872
(94%)
MISSING:
26,058
(6%)
DISTINCT:
8
(<1%)
100
QE_I31
VALUES:
407,870
(94%)
MISSING:
26,060
(6%)
DISTINCT:
8
(<1%)
101
QE_I32
VALUES:
407,871
(94%)
MISSING:
26,059
(6%)
DISTINCT:
8
(<1%)
102
QE_I33
VALUES:
407,873
(94%)
MISSING:
26,057
(6%)
DISTINCT:
8
(<1%)
103
QE_I34
VALUES:
407,869
(94%)
MISSING:
26,061
(6%)
DISTINCT:
8
(<1%)
104
QE_I35
VALUES:
407,872
(94%)
MISSING:
26,058
(6%)
DISTINCT:
8
(<1%)
105
QE_I36
VALUES:
407,870
(94%)
MISSING:
26,060
(6%)
DISTINCT:
8
(<1%)
106
QE_I37
VALUES:
407,871
(94%)
MISSING:
26,059
(6%)
DISTINCT:
8
(<1%)
107
QE_I38
VALUES:
407,871
(94%)
MISSING:
26,059
(6%)
DISTINCT:
8
(<1%)
108
QE_I39
VALUES:
407,871
(94%)
MISSING:
26,059
(6%)
DISTINCT:
8
(<1%)
109
QE_I40
VALUES:
407,872
(94%)
MISSING:
26,058
(6%)
DISTINCT:
8
(<1%)
110
QE_I41
VALUES:
407,870
(94%)
MISSING:
26,060
(6%)
DISTINCT:
8
(<1%)
111
QE_I42
VALUES:
407,871
(94%)
MISSING:
26,059
(6%)
DISTINCT:
8
(<1%)
112
QE_I43
VALUES:
407,867
(94%)
MISSING:
26,063
(6%)
DISTINCT:
8
(<1%)
113
QE_I44
VALUES:
407,866
(94%)
MISSING:
26,064
(6%)
DISTINCT:
8
(<1%)
114
QE_I45
VALUES:
407,869
(94%)
MISSING:
26,061
(6%)
DISTINCT:
8
(<1%)
115
QE_I46
VALUES:
407,866
(94%)
MISSING:
26,064
(6%)
DISTINCT:
8
(<1%)
116
QE_I47
VALUES:
407,866
(94%)
MISSING:
26,064
(6%)
DISTINCT:
8
(<1%)
117
QE_I48
VALUES:
407,867
(94%)
MISSING:
26,063
(6%)
DISTINCT:
8
(<1%)
118
QE_I49
VALUES:
407,867
(94%)
MISSING:
26,063
(6%)
DISTINCT:
8
(<1%)
119
QE_I50
VALUES:
407,865
(94%)
MISSING:
26,065
(6%)
DISTINCT:
8
(<1%)
120
QE_I51
VALUES:
407,867
(94%)
MISSING:
26,063
(6%)
DISTINCT:
8
(<1%)
121
QE_I52
VALUES:
407,862
(94%)
MISSING:
26,068
(6%)
DISTINCT:
8
(<1%)
122
QE_I53
VALUES:
407,865
(94%)
MISSING:
26,065
(6%)
DISTINCT:
8
(<1%)
123
QE_I54
VALUES:
407,869
(94%)
MISSING:
26,061
(6%)
DISTINCT:
8
(<1%)
124
QE_I55
VALUES:
407,868
(94%)
MISSING:
26,062
(6%)
DISTINCT:
8
(<1%)
125
QE_I56
VALUES:
407,864
(94%)
MISSING:
26,066
(6%)
DISTINCT:
8
(<1%)
126
QE_I57
VALUES:
407,863
(94%)
MISSING:
26,067
(6%)
DISTINCT:
8
(<1%)
127
QE_I58
VALUES:
407,861
(94%)
MISSING:
26,069
(6%)
DISTINCT:
8
(<1%)
128
QE_I59
VALUES:
407,860
(94%)
MISSING:
26,070
(6%)
DISTINCT:
8
(<1%)
129
QE_I60
VALUES:
407,861
(94%)
MISSING:
26,069
(6%)
DISTINCT:
8
(<1%)
130
QE_I61
VALUES:
407,860
(94%)
MISSING:
26,070
(6%)
DISTINCT:
8
(<1%)
131
QE_I62
VALUES:
407,860
(94%)
MISSING:
26,070
(6%)
DISTINCT:
8
(<1%)
132
QE_I63
VALUES:
407,857
(94%)
MISSING:
26,073
(6%)
DISTINCT:
8
(<1%)
133
QE_I64
VALUES:
407,862
(94%)
MISSING:
26,068
(6%)
DISTINCT:
8
(<1%)
134
QE_I65
VALUES:
407,863
(94%)
MISSING:
26,067
(6%)
DISTINCT:
8
(<1%)
135
QE_I66
VALUES:
407,860
(94%)
MISSING:
26,070
(6%)
DISTINCT:
8
(<1%)
136
QE_I67
VALUES:
407,863
(94%)
MISSING:
26,067
(6%)
DISTINCT:
8
(<1%)
137
QE_I68
VALUES:
407,855
(94%)
MISSING:
26,075
(6%)
DISTINCT:
8
(<1%)
Associations
[Only including dataset "DataFrame"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
NU_ANO
MISSING:
---
TOP CATEGORIES
2019
433,930
100%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ANO
PROVIDES INFORMATION ON...
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I06
0.00
QE_I43
0.00
QE_I53
0.00
TP_PR_DI_FG
0.00

THESE FEATURES
GIVE INFORMATION
ON NU_ANO:
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_Z
1.00
NU_ITEM_OCE_X
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ANO
CORRELATION RATIO WITH...
CO_IES
0.00
CO_CATEGAD
0.00
CO_GRUPO
0.00
CO_CURSO
0.00
CO_MUNIC_CURSO
0.00
CO_UF_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
CO_IES
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CO_CURSO
0.17
CO_MUNIC_CURSO
-0.10
CO_UF_CURSO
-0.09
QE_I16
-0.07
NT_FG_D2_PT
-0.06
NU_IDADE
0.05
NT_FG_D2
-0.04
NT_FG_D1
-0.03
NT_CE_D2
-0.03
CO_CATEGAD
-0.03
NT_FG_D1_PT
-0.02
ANO_FIM_EM
-0.01
CO_GRUPO
-0.01
ANO_IN_GRAD
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_ORGACAD
0.43
CO_REGIAO_CURSO
0.14
DS_VT_GAB_OCE_ORIG
0.12
DS_VT_GAB_OCE_FIN
0.12
CO_TURNO_GRADUACAO
0.12
QE_I17
0.11
QE_I08
0.11
QE_I11
0.11
QE_I26
0.10
QE_I04
0.10
QE_I05
0.08
QE_I53
0.08
QE_I02
0.07
NT_OBJ_FG
0.07
MOST FREQUENT VALUES
322
11,515
2.7%
316
9,244
2.1%
163
9,072
2.1%
1472
7,796
1.8%
135
3,720
0.9%
466
3,662
0.8%
588
3,517
0.8%
374
3,498
0.8%
56
3,490
0.8%
2835
2,926
0.7%
338
2,857
0.7%
663
2,641
0.6%
718
2,635
0.6%
385
2,548
0.6%
575
2,444
0.6%
SMALLEST VALUES
1
940
0.2%
2
2,381
0.5%
3
1,142
0.3%
4
899
0.2%
5
1,447
0.3%
6
836
0.2%
7
1,120
0.3%
8
1,125
0.3%
9
712
0.2%
10
1,823
0.4%
11
551
0.1%
12
381
<0.1%
13
1,406
0.3%
14
1,228
0.3%
15
426
<0.1%
LARGEST VALUES
23410
108
<0.1%
19512
220
<0.1%
19337
48
<0.1%
18812
8
<0.1%
18759
267
<0.1%
18636
31
<0.1%
18623
12
<0.1%
18506
196
<0.1%
18492
49
<0.1%
18454
1
<0.1%
18440
67
<0.1%
18253
15
<0.1%
18165
368
<0.1%
18148
39
<0.1%
18114
48
<0.1%
CO_CATEGAD
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CO_MUNIC_CURSO
-0.05
CO_UF_CURSO
-0.05
QE_I16
-0.05
NT_FG_D2
-0.03
CO_IES
-0.03
NT_FG_D2_PT
-0.02
NT_FG_D1
-0.02
CO_CURSO
0.02
CO_GRUPO
-0.01
NT_FG_D1_PT
-0.01
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_CE_D2
0.00
NU_IDADE
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_ORGACAD
0.19
QE_I11
0.12
DS_VT_GAB_OCE_ORIG
0.12
DS_VT_GAB_OCE_FIN
0.12
CO_REGIAO_CURSO
0.11
QE_I26
0.07
NU_ITEM_OCE_X
0.07
NU_ITEM_OCE_Z
0.06
QE_I13
0.06
QE_I06
0.05
QE_I37
0.05
QE_I68
0.05
QE_I59
0.05
QE_I38
0.04
MOST FREQUENT VALUES
10005
168,266
38.8%
10008
85,216
19.6%
10002
61,568
14.2%
118
31,831
7.3%
10007
29,190
6.7%
93
11,729
2.7%
115
11,664
2.7%
121
10,540
2.4%
10001
9,952
2.3%
10003
5,665
1.3%
120
3,652
0.8%
10006
2,879
0.7%
10009
671
0.2%
17634
634
0.1%
116
473
0.1%
SMALLEST VALUES
93
11,729
2.7%
115
11,664
2.7%
116
473
0.1%
118
31,831
7.3%
120
3,652
0.8%
121
10,540
2.4%
10001
9,952
2.3%
10002
61,568
14.2%
10003
5,665
1.3%
10005
168,266
38.8%
10006
2,879
0.7%
10007
29,190
6.7%
10008
85,216
19.6%
10009
671
0.2%
17634
634
0.1%
LARGEST VALUES
17634
634
0.1%
10009
671
0.2%
10008
85,216
19.6%
10007
29,190
6.7%
10006
2,879
0.7%
10005
168,266
38.8%
10003
5,665
1.3%
10002
61,568
14.2%
10001
9,952
2.3%
121
10,540
2.4%
120
3,652
0.8%
118
31,831
7.3%
116
473
0.1%
115
11,664
2.7%
93
11,729
2.7%
CO_ORGACAD
MISSING:
---
TOP CATEGORIES
10028
210,804
49%
10020
128,550
30%
10022
85,424
20%
10026
7,940
2%
10019
1,212
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_ORGACAD
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
CO_MODALIDADE
0.10
QE_I11
0.08
QE_I12
0.05

THESE FEATURES
GIVE INFORMATION
ON CO_ORGACAD:
QE_I11
0.15
QE_I26
0.06
DS_VT_GAB_OCE_ORIG
0.05
DS_VT_GAB_OCE_FIN
0.05
QE_I13
0.04
CO_TURNO_GRADUACAO
0.03
QE_I12
0.03
QE_I53
0.02
CO_MODALIDADE
0.02
CO_REGIAO_CURSO
0.02
QE_I37
0.02
QE_I24
0.02
QE_I38
0.01
NU_ITEM_OCE_X
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_ORGACAD
CORRELATION RATIO WITH...
CO_IES
0.43
CO_CURSO
0.23
CO_CATEGAD
0.19
NT_FG_D2
0.15
NT_FG_D2_PT
0.14
CO_MUNIC_CURSO
0.13
CO_UF_CURSO
0.13
NU_IDADE
0.12
QE_I16
0.12
NT_FG_D1
0.09
CO_GRUPO
0.08
NT_CE_D2
0.07
NT_FG_D1_PT
0.07
ANO_FIM_EM
0.05
CO_GRUPO
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_CE_D2
-0.19
NT_FG_D2
0.10
CO_CURSO
0.10
NT_FG_D2_PT
0.05
CO_MUNIC_CURSO
0.04
CO_UF_CURSO
0.04
ANO_FIM_EM
-0.03
QE_I16
0.03
NU_IDADE
0.02
NT_FG_D1
0.01
CO_CATEGAD
-0.01
CO_IES
-0.01
ANO_IN_GRAD
-0.01
NT_FG_D1_PT
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DS_VT_GAB_OCE_ORIG
1.00
DS_VT_GAB_OCE_FIN
1.00
NU_ITEM_OCE_X
0.53
NT_CE_D3
0.45
TP_SEXO
0.40
NU_ITEM_OCE_Z
0.40
TP_SCE_D2
0.37
NT_CE_D1
0.36
TP_SCE_D3
0.30
QE_I09
0.29
QE_I10
0.26
QE_I47
0.24
QE_I25
0.23
QE_I31
0.22
MOST FREQUENT VALUES
5710
57,261
13.2%
23
41,131
9.5%
3501
38,905
9.0%
21
32,325
7.4%
6208
27,749
6.4%
36
22,946
5.3%
28
22,341
5.1%
5902
21,444
4.9%
12
21,053
4.9%
5806
18,519
4.3%
6
17,720
4.1%
19
17,650
4.1%
17
14,806
3.4%
5
14,576
3.4%
55
11,466
2.6%
SMALLEST VALUES
5
14,576
3.4%
6
17,720
4.1%
12
21,053
4.9%
17
14,806
3.4%
19
17,650
4.1%
21
32,325
7.4%
23
41,131
9.5%
27
2,560
0.6%
28
22,341
5.1%
36
22,946
5.3%
51
2,895
0.7%
55
11,466
2.6%
69
3,266
0.8%
90
1,823
0.4%
91
1,415
0.3%
LARGEST VALUES
6410
689
0.2%
6405
2,012
0.5%
6307
8,324
1.9%
6208
27,749
6.4%
6008
8,029
1.9%
6002
1,790
0.4%
5902
21,444
4.9%
5814
5,503
1.3%
5806
18,519
4.3%
5710
57,261
13.2%
4003
4,782
1.1%
3501
38,905
9.0%
95
5,846
1.3%
92
5,104
1.2%
91
1,415
0.3%
CO_CURSO
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CO_IES
0.17
CO_GRUPO
0.10
NU_IDADE
0.08
NT_FG_D2_PT
-0.05
NT_FG_D2
-0.05
ANO_FIM_EM
-0.04
QE_I16
-0.03
NT_FG_D1
-0.02
NT_FG_D1_PT
-0.02
CO_CATEGAD
0.02
ANO_IN_GRAD
0.01
CO_MUNIC_CURSO
-0.01
CO_UF_CURSO
-0.01
NT_CE_D2
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_ORGACAD
0.23
DS_VT_GAB_OCE_ORIG
0.21
DS_VT_GAB_OCE_FIN
0.21
CO_TURNO_GRADUACAO
0.21
CO_MODALIDADE
0.18
QE_I26
0.14
QE_I11
0.12
NT_CE_D3
0.11
NU_ITEM_OCE_X
0.10
QE_I10
0.10
QE_I09
0.10
QE_I13
0.10
NT_CE_D1
0.10
QE_I17
0.09
MOST FREQUENT VALUES
1403882
6,975
1.6%
1164982
3,049
0.7%
1204112
1,004
0.2%
1203194
804
0.2%
1404203
668
0.2%
82227
612
0.1%
1137898
582
0.1%
21351
581
0.1%
1420312
573
0.1%
109284
573
0.1%
307946
529
0.1%
72319
508
0.1%
20575
505
0.1%
1154048
501
0.1%
1118088
469
0.1%
SMALLEST VALUES
3
58
<0.1%
9
43
<0.1%
10
21
<0.1%
12
31
<0.1%
16
19
<0.1%
17
17
<0.1%
20
26
<0.1%
37
23
<0.1%
44
32
<0.1%
132
179
<0.1%
135
113
<0.1%
136
121
<0.1%
137
133
<0.1%
138
87
<0.1%
139
96
<0.1%
LARGEST VALUES
5001378
13
<0.1%
5001306
12
<0.1%
5001283
54
<0.1%
5001282
57
<0.1%
5001281
19
<0.1%
5001256
10
<0.1%
5001220
49
<0.1%
5001210
234
<0.1%
5001209
113
<0.1%
5001186
48
<0.1%
5001183
28
<0.1%
5001181
2
<0.1%
5001168
67
<0.1%
5001167
77
<0.1%
5001101
40
<0.1%
CO_MODALIDADE
MISSING:
---
TOP CATEGORIES
1
410,542
95%
0
23,388
5%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_MODALIDADE
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
CO_TURNO_GRADUACAO
0.26
DS_VT_GAB_OCE_ORIG
0.03
DS_VT_GAB_OCE_FIN
0.03

THESE FEATURES
GIVE INFORMATION
ON CO_MODALIDADE:
CO_TURNO_GRADUACAO
0.98
DS_VT_GAB_OCE_ORIG
0.39
DS_VT_GAB_OCE_FIN
0.39
NU_ITEM_OCE_X
0.16
QE_I11
0.15
QE_I09
0.11
CO_REGIAO_CURSO
0.10
QE_I26
0.10
CO_ORGACAD
0.10
QE_I10
0.09
NU_ITEM_OCE_Z
0.08
QE_I25
0.08
QE_I06
0.08
QE_I01
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_MODALIDADE
CORRELATION RATIO WITH...
NU_IDADE
0.25
CO_CURSO
0.18
ANO_FIM_EM
0.18
CO_UF_CURSO
0.11
CO_MUNIC_CURSO
0.10
NT_FG_D2_PT
0.10
NT_FG_D1_PT
0.08
NT_FG_D2
0.07
CO_GRUPO
0.07
NT_FG_D1
0.07
QE_I16
0.06
NT_CE_D2
0.03
CO_IES
0.03
ANO_IN_GRAD
0.01
CO_MUNIC_CURSO
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CO_UF_CURSO
1.00
QE_I16
0.80
CO_IES
-0.10
NT_CE_D2
0.05
CO_CATEGAD
-0.05
CO_GRUPO
0.04
NT_FG_D2_PT
0.02
NU_IDADE
-0.02
NT_FG_D1
0.01
ANO_FIM_EM
-0.01
NT_FG_D2
0.01
CO_CURSO
-0.01
ANO_IN_GRAD
0.00
NT_FG_D1_PT
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_REGIAO_CURSO
0.98
QE_I02
0.22
DS_VT_GAB_OCE_ORIG
0.15
DS_VT_GAB_OCE_FIN
0.15
CO_TURNO_GRADUACAO
0.14
QE_I08
0.14
CO_ORGACAD
0.13
NU_ITEM_OCE_X
0.12
QE_I11
0.11
CO_MODALIDADE
0.10
QE_I07
0.10
CO_RS_I9
0.09
QE_I09
0.09
QE_I10
0.08
MOST FREQUENT VALUES
3550308
36,589
8.4%
3304557
18,966
4.4%
3106200
13,446
3.1%
4106902
11,322
2.6%
2927408
11,301
2.6%
2304400
10,085
2.3%
5300108
10,069
2.3%
2611606
9,811
2.3%
1302603
7,949
1.8%
4207502
7,796
1.8%
1501402
6,636
1.5%
5208707
6,234
1.4%
2111300
6,201
1.4%
3509502
5,494
1.3%
4314902
5,352
1.2%
SMALLEST VALUES
1100023
198
<0.1%
1100049
651
0.2%
1100064
91
<0.1%
1100122
448
0.1%
1100155
39
<0.1%
1100189
31
<0.1%
1100205
1,620
0.4%
1100254
14
<0.1%
1100288
243
<0.1%
1100304
70
<0.1%
1200203
132
<0.1%
1200401
1,404
0.3%
1200500
23
<0.1%
1200708
69
<0.1%
1301209
44
<0.1%
LARGEST VALUES
5300108
10,069
2.3%
5221858
104
<0.1%
5221809
88
<0.1%
5221601
55
<0.1%
5221403
191
<0.1%
5220108
221
<0.1%
5218805
1,036
0.2%
5218508
58
<0.1%
5218003
85
<0.1%
5217104
22
<0.1%
5215702
25
<0.1%
5213806
48
<0.1%
5213103
478
0.1%
5212501
83
<0.1%
5211909
371
<0.1%
CO_UF_CURSO
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CO_MUNIC_CURSO
1.00
QE_I16
0.80
CO_IES
-0.09
NT_CE_D2
0.05
CO_CATEGAD
-0.05
CO_GRUPO
0.04
NT_FG_D2_PT
0.02
NU_IDADE
-0.02
NT_FG_D1
0.01
ANO_FIM_EM
-0.01
NT_FG_D2
0.01
CO_CURSO
-0.01
ANO_IN_GRAD
0.00
NT_FG_D1_PT
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_REGIAO_CURSO
0.98
QE_I02
0.22
DS_VT_GAB_OCE_ORIG
0.15
DS_VT_GAB_OCE_FIN
0.15
CO_TURNO_GRADUACAO
0.14
QE_I08
0.13
CO_ORGACAD
0.13
NU_ITEM_OCE_X
0.12
CO_MODALIDADE
0.11
QE_I11
0.10
QE_I07
0.10
CO_RS_I9
0.09
QE_I09
0.09
QE_I10
0.08
MOST FREQUENT VALUES
35
105,763
24.4%
31
53,656
12.4%
33
36,815
8.5%
41
30,657
7.1%
42
23,258
5.4%
43
22,873
5.3%
29
19,973
4.6%
26
15,479
3.6%
23
15,145
3.5%
52
12,818
3.0%
25
10,384
2.4%
53
10,069
2.3%
15
9,035
2.1%
13
8,147
1.9%
21
8,022
1.8%
SMALLEST VALUES
11
3,405
0.8%
12
1,628
0.4%
13
8,147
1.9%
14
820
0.2%
15
9,035
2.1%
16
1,772
0.4%
17
3,896
0.9%
21
8,022
1.8%
22
6,583
1.5%
23
15,145
3.5%
24
6,552
1.5%
25
10,384
2.4%
26
15,479
3.6%
27
4,763
1.1%
28
4,841
1.1%
LARGEST VALUES
53
10,069
2.3%
52
12,818
3.0%
51
6,348
1.5%
50
4,957
1.1%
43
22,873
5.3%
42
23,258
5.4%
41
30,657
7.1%
35
105,763
24.4%
33
36,815
8.5%
32
6,271
1.4%
31
53,656
12.4%
29
19,973
4.6%
28
4,841
1.1%
27
4,763
1.1%
26
15,479
3.6%
CO_REGIAO_CURSO
MISSING:
---
TOP CATEGORIES
3
202,505
47%
2
91,742
21%
4
76,788
18%
5
34,192
8%
1
28,703
7%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_REGIAO_CURSO
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
CO_MODALIDADE
0.10
CO_TURNO_GRADUACAO
0.05
QE_I02
0.05

THESE FEATURES
GIVE INFORMATION
ON CO_REGIAO_CURSO:
QE_I02
0.04
DS_VT_GAB_OCE_ORIG
0.03
DS_VT_GAB_OCE_FIN
0.03
CO_TURNO_GRADUACAO
0.03
QE_I11
0.02
CO_MODALIDADE
0.02
NU_ITEM_OCE_X
0.01
CO_ORGACAD
0.01
QE_I08
0.01
QE_I09
0.01
QE_I10
0.01
QE_I26
0.01
QE_I07
0.01
CO_RS_I9
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_REGIAO_CURSO
CORRELATION RATIO WITH...
CO_UF_CURSO
0.98
CO_MUNIC_CURSO
0.98
QE_I16
0.60
CO_IES
0.14
CO_GRUPO
0.13
CO_CATEGAD
0.11
CO_CURSO
0.08
NT_CE_D2
0.07
NT_FG_D2_PT
0.05
ANO_FIM_EM
0.05
NU_IDADE
0.04
NT_FG_D2
0.03
NT_FG_D1_PT
0.03
NT_FG_D1
0.02
NU_IDADE
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ANO_FIM_EM
-0.67
NT_FG_D2_PT
-0.12
NT_FG_D2
-0.09
NT_FG_D1
-0.09
CO_CURSO
0.08
NT_CE_D2
-0.08
NT_FG_D1_PT
-0.07
CO_IES
0.05
QE_I16
-0.03
CO_GRUPO
0.02
CO_MUNIC_CURSO
-0.02
CO_UF_CURSO
-0.02
ANO_IN_GRAD
-0.00
CO_CATEGAD
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I01
0.52
QE_I06
0.50
QE_I09
0.42
QE_I19
0.40
QE_I05
0.35
QE_I10
0.31
QE_I20
0.28
QE_I18
0.27
QE_I04
0.27
CO_TURNO_GRADUACAO
0.25
CO_MODALIDADE
0.25
DS_VT_GAB_OCE_ORIG
0.22
DS_VT_GAB_OCE_FIN
0.22
QE_I17
0.20
MOST FREQUENT VALUES
23
65,392
15.1%
24
57,750
13.3%
25
46,647
10.7%
22
43,403
10.0%
26
34,754
8.0%
27
25,877
6.0%
28
20,542
4.7%
29
16,234
3.7%
30
13,469
3.1%
31
12,183
2.8%
21
10,995
2.5%
32
10,344
2.4%
33
8,695
2.0%
34
8,129
1.9%
35
7,074
1.6%
SMALLEST VALUES
10
1
<0.1%
11
2
<0.1%
18
3
<0.1%
19
93
<0.1%
20
1,170
0.3%
21
10,995
2.5%
22
43,403
10.0%
23
65,392
15.1%
24
57,750
13.3%
25
46,647
10.7%
26
34,754
8.0%
27
25,877
6.0%
28
20,542
4.7%
29
16,234
3.7%
30
13,469
3.1%
LARGEST VALUES
86
1
<0.1%
83
1
<0.1%
81
1
<0.1%
79
1
<0.1%
78
1
<0.1%
77
2
<0.1%
75
2
<0.1%
74
5
<0.1%
73
3
<0.1%
72
9
<0.1%
71
10
<0.1%
70
18
<0.1%
69
21
<0.1%
68
25
<0.1%
67
24
<0.1%
TP_SEXO
MISSING:
---
TOP CATEGORIES
F
233,279
54%
M
200,651
46%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SEXO
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
DS_VT_GAB_OCE_ORIG
0.05
DS_VT_GAB_OCE_FIN
0.05
NU_ITEM_OCE_Z
0.04

THESE FEATURES
GIVE INFORMATION
ON TP_SEXO:
DS_VT_GAB_OCE_ORIG
0.20
DS_VT_GAB_OCE_FIN
0.20
NU_ITEM_OCE_Z
0.07
TP_SCE_D2
0.04
QE_I09
0.04
NU_ITEM_OCE_X
0.04
QE_I10
0.04
NT_CE_D3
0.04
NT_CE_D1
0.02
TP_SCE_D3
0.02
QE_I31
0.02
QE_I47
0.02
QE_I25
0.02
QE_I66
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SEXO
CORRELATION RATIO WITH...
CO_GRUPO
0.40
NT_CE_D2
0.10
NU_IDADE
0.09
NT_FG_D1_PT
0.08
ANO_FIM_EM
0.07
CO_CURSO
0.05
NT_FG_D1
0.04
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
QE_I16
0.03
NT_FG_D2
0.03
NT_FG_D2_PT
0.02
CO_CATEGAD
0.01
ANO_IN_GRAD
0.01
ANO_FIM_EM
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NU_IDADE
-0.67
NT_FG_D2_PT
0.06
NT_FG_D1
0.05
NT_FG_D2
0.05
NT_CE_D2
0.04
CO_CURSO
-0.04
NT_FG_D1_PT
0.03
CO_GRUPO
-0.03
CO_IES
-0.01
CO_MUNIC_CURSO
-0.01
CO_UF_CURSO
-0.01
QE_I16
0.01
ANO_IN_GRAD
0.01
CO_CATEGAD
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I01
0.36
QE_I06
0.34
QE_I09
0.29
QE_I19
0.26
QE_I10
0.22
QE_I05
0.21
CO_TURNO_GRADUACAO
0.18
QE_I20
0.18
CO_MODALIDADE
0.18
QE_I04
0.16
DS_VT_GAB_OCE_ORIG
0.14
DS_VT_GAB_OCE_FIN
0.14
QE_I25
0.14
QE_I18
0.13
MOST FREQUENT VALUES
2014
86,534
19.9%
2013
69,331
16.0%
2012
50,591
11.7%
2011
35,692
8.2%
2015
32,202
7.4%
2010
28,904
6.7%
2009
20,481
4.7%
2008
15,657
3.6%
2007
12,305
2.8%
2006
10,749
2.5%
2005
9,328
2.1%
2004
7,771
1.8%
2003
7,298
1.7%
2002
6,195
1.4%
2001
5,668
1.3%
SMALLEST VALUES
1014
1
<0.1%
1111
3
<0.1%
1194
1
<0.1%
1197
1
<0.1%
1899
1
<0.1%
1900
24
<0.1%
1910
1
<0.1%
1912
1
<0.1%
1945
3
<0.1%
1946
1
<0.1%
1954
1
<0.1%
1963
1
<0.1%
1965
1
<0.1%
1966
1
<0.1%
1967
2
<0.1%
LARGEST VALUES
2612
1
<0.1%
2254
1
<0.1%
2208
1
<0.1%
2203
1
<0.1%
2202
2
<0.1%
2103
1
<0.1%
2102
1
<0.1%
2088
1
<0.1%
2033
1
<0.1%
2020
4
<0.1%
2019
111
<0.1%
2018
748
0.2%
2017
1,832
0.4%
2016
5,529
1.3%
2015
32,202
7.4%
ANO_IN_GRAD
MISSING:
368
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CO_CURSO
0.01
NT_CE_D2
0.01
CO_GRUPO
-0.01
ANO_FIM_EM
0.01
CO_MUNIC_CURSO
0.00
CO_UF_CURSO
0.00
NU_IDADE
-0.00
QE_I16
-0.00
NT_FG_D2_PT
-0.00
NT_FG_D2
-0.00
CO_CATEGAD
0.00
CO_IES
-0.00
NT_FG_D1
-0.00
NT_FG_D1_PT
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_TURNO_GRADUACAO
0.10
DS_VT_GAB_OCE_ORIG
0.03
DS_VT_GAB_OCE_FIN
0.03
CO_REGIAO_CURSO
0.02
NU_ITEM_OCE_Z
0.02
NU_ITEM_OCE_X
0.02
NT_CE_D3
0.02
QE_I11
0.02
QE_I26
0.01
QE_I10
0.01
NT_CE_D1
0.01
CO_MODALIDADE
0.01
TP_PRES
0.01
QE_I60
0.01
MOST FREQUENT VALUES
2015.0
157,608
36.4%
2014.0
86,054
19.8%
2016.0
75,953
17.5%
2013.0
30,940
7.1%
2017.0
23,095
5.3%
2019.0
15,177
3.5%
2012.0
14,870
3.4%
2018.0
13,973
3.2%
2011.0
7,457
1.7%
2010.0
3,600
0.8%
2009.0
1,743
0.4%
2008.0
1,116
0.3%
2007.0
639
0.1%
2006.0
437
0.1%
2005.0
251
<0.1%
SMALLEST VALUES
3.0
1
<0.1%
14.0
5
<0.1%
15.0
3
<0.1%
16.0
3
<0.1%
18.0
1
<0.1%
20.0
3
<0.1%
100.0
1
<0.1%
200.0
1
<0.1%
201.0
9
<0.1%
202.0
1
<0.1%
203.0
1
<0.1%
204.0
2
<0.1%
205.0
3
<0.1%
206.0
3
<0.1%
208.0
2
<0.1%
LARGEST VALUES
2092.0
1
<0.1%
2027.0
1
<0.1%
2020.0
3
<0.1%
2019.0
15,177
3.5%
2018.0
13,973
3.2%
2017.0
23,095
5.3%
2016.0
75,953
17.5%
2015.0
157,608
36.4%
2014.0
86,054
19.8%
2013.0
30,940
7.1%
2012.0
14,870
3.4%
2011.0
7,457
1.7%
2010.0
3,600
0.8%
2009.0
1,743
0.4%
2008.0
1,116
0.3%
CO_TURNO_GRADUACAO
MISSING:
23,747
(5%)
TOP CATEGORIES
3.0
326,220
80%
4.0
67,479
16%
1.0
13,621
3%
2.0
2,863
<1%
ALL
410,183
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_TURNO_GRADUACAO
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
CO_MODALIDADE
0.98
DS_VT_GAB_OCE_ORIG
0.04
DS_VT_GAB_OCE_FIN
0.04

THESE FEATURES
GIVE INFORMATION
ON CO_TURNO_GRADUACAO:
CO_MODALIDADE
0.26
DS_VT_GAB_OCE_ORIG
0.15
DS_VT_GAB_OCE_FIN
0.15
QE_I11
0.06
NU_ITEM_OCE_X
0.05
CO_REGIAO_CURSO
0.05
CO_ORGACAD
0.05
QE_I10
0.04
QE_I09
0.04
QE_I26
0.04
NT_CE_D3
0.03
NU_ITEM_OCE_Z
0.03
QE_I06
0.03
NT_CE_D1
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_TURNO_GRADUACAO
CORRELATION RATIO WITH...
NU_IDADE
0.25
CO_CURSO
0.21
ANO_FIM_EM
0.18
CO_GRUPO
0.14
CO_UF_CURSO
0.14
CO_MUNIC_CURSO
0.14
CO_IES
0.12
NT_FG_D2_PT
0.11
ANO_IN_GRAD
0.10
NT_FG_D2
0.08
QE_I16
0.08
NT_FG_D1_PT
0.08
NT_FG_D1
0.08
NT_CE_D2
0.05
TP_INSCRICAO_ADM
MISSING:
---
TOP CATEGORIES
1
433,930
100%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_INSCRICAO_ADM
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I06
0.00
QE_I43
0.00
QE_I53
0.00
TP_PR_DI_FG
0.00

THESE FEATURES
GIVE INFORMATION
ON TP_INSCRICAO_ADM:
NU_ANO
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_Z
1.00
NU_ITEM_OCE_X
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_INSCRICAO_ADM
CORRELATION RATIO WITH...
CO_IES
0.00
CO_CATEGAD
0.00
CO_GRUPO
0.00
CO_CURSO
0.00
CO_MUNIC_CURSO
0.00
CO_UF_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
TP_INSCRICAO
MISSING:
---
TOP CATEGORIES
0
433,930
100%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_INSCRICAO
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I06
0.00
QE_I43
0.00
QE_I53
0.00
TP_PR_DI_FG
0.00

THESE FEATURES
GIVE INFORMATION
ON TP_INSCRICAO:
NU_ANO
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_Z
1.00
NU_ITEM_OCE_X
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_INSCRICAO
CORRELATION RATIO WITH...
CO_IES
0.00
CO_CATEGAD
0.00
CO_GRUPO
0.00
CO_CURSO
0.00
CO_MUNIC_CURSO
0.00
CO_UF_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
NU_ITEM_OFG
MISSING:
---
TOP CATEGORIES
8
433,930
100%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ITEM_OFG
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I06
0.00
QE_I43
0.00
QE_I53
0.00
TP_PR_DI_FG
0.00

THESE FEATURES
GIVE INFORMATION
ON NU_ITEM_OFG:
NU_ANO
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_Z
1.00
NU_ITEM_OCE_X
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ITEM_OFG
CORRELATION RATIO WITH...
CO_IES
0.00
CO_CATEGAD
0.00
CO_GRUPO
0.00
CO_CURSO
0.00
CO_MUNIC_CURSO
0.00
CO_UF_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
NU_ITEM_OFG_Z
MISSING:
---
TOP CATEGORIES
1
433,930
100%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ITEM_OFG_Z
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I06
0.00
QE_I43
0.00
QE_I53
0.00
TP_PR_DI_FG
0.00

THESE FEATURES
GIVE INFORMATION
ON NU_ITEM_OFG_Z:
NU_ANO
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_Z
1.00
NU_ITEM_OCE_X
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ITEM_OFG_Z
CORRELATION RATIO WITH...
CO_IES
0.00
CO_CATEGAD
0.00
CO_GRUPO
0.00
CO_CURSO
0.00
CO_MUNIC_CURSO
0.00
CO_UF_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
NU_ITEM_OFG_X
MISSING:
---
TOP CATEGORIES
0
433,930
100%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ITEM_OFG_X
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I06
0.00
QE_I43
0.00
QE_I53
0.00
TP_PR_DI_FG
0.00

THESE FEATURES
GIVE INFORMATION
ON NU_ITEM_OFG_X:
NU_ANO
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_Z
1.00
NU_ITEM_OCE_X
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ITEM_OFG_X
CORRELATION RATIO WITH...
CO_IES
0.00
CO_CATEGAD
0.00
CO_GRUPO
0.00
CO_CURSO
0.00
CO_MUNIC_CURSO
0.00
CO_UF_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
NU_ITEM_OFG_N
MISSING:
---
TOP CATEGORIES
0
433,930
100%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ITEM_OFG_N
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I06
0.00
QE_I43
0.00
QE_I53
0.00
TP_PR_DI_FG
0.00

THESE FEATURES
GIVE INFORMATION
ON NU_ITEM_OFG_N:
NU_ANO
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_Z
1.00
NU_ITEM_OCE_X
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ITEM_OFG_N
CORRELATION RATIO WITH...
CO_IES
0.00
CO_CATEGAD
0.00
CO_GRUPO
0.00
CO_CURSO
0.00
CO_MUNIC_CURSO
0.00
CO_UF_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
NU_ITEM_OCE
MISSING:
---
TOP CATEGORIES
27
433,930
100%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ITEM_OCE
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I06
0.00
QE_I43
0.00
QE_I53
0.00
TP_PR_DI_FG
0.00

THESE FEATURES
GIVE INFORMATION
ON NU_ITEM_OCE:
NU_ANO
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE_Z
1.00
NU_ITEM_OCE_X
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ITEM_OCE
CORRELATION RATIO WITH...
CO_IES
0.00
CO_CATEGAD
0.00
CO_GRUPO
0.00
CO_CURSO
0.00
CO_MUNIC_CURSO
0.00
CO_UF_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
NU_ITEM_OCE_Z
MISSING:
---
TOP CATEGORIES
0
182,735
42%
1
154,898
36%
2
41,528
10%
3
36,250
8%
5
18,519
4%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ITEM_OCE_Z
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
DS_VT_GAB_OCE_ORIG
0.44
DS_VT_GAB_OCE_FIN
0.44
NU_ITEM_OCE_X
0.24

THESE FEATURES
GIVE INFORMATION
ON NU_ITEM_OCE_Z:
DS_VT_GAB_OCE_ORIG
1.00
DS_VT_GAB_OCE_FIN
1.00
NU_ITEM_OCE_X
0.32
NT_CE_D3
0.14
TP_SCE_D2
0.11
NT_CE_D1
0.09
TP_SEXO
0.04
TP_SCE_D1
0.02
CO_TURNO_GRADUACAO
0.02
QE_I47
0.01
QE_I08
0.01
CO_MODALIDADE
0.01
QE_I25
0.01
QE_I11
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ITEM_OCE_Z
CORRELATION RATIO WITH...
CO_GRUPO
0.40
NT_CE_D2
0.26
NT_FG_D2
0.14
NU_IDADE
0.08
NT_FG_D2_PT
0.08
NT_FG_D1
0.06
CO_CATEGAD
0.06
CO_MUNIC_CURSO
0.06
CO_UF_CURSO
0.06
QE_I16
0.06
ANO_FIM_EM
0.05
CO_IES
0.04
NT_FG_D1_PT
0.04
CO_CURSO
0.03
NU_ITEM_OCE_X
MISSING:
---
TOP CATEGORIES
3
105,748
24%
2
91,882
21%
7
87,783
20%
4
76,732
18%
5
46,634
11%
1
14,576
3%
8
9,886
2%
6
689
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ITEM_OCE_X
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
DS_VT_GAB_OCE_ORIG
0.59
DS_VT_GAB_OCE_FIN
0.59
NU_ITEM_OCE_Z
0.32

THESE FEATURES
GIVE INFORMATION
ON NU_ITEM_OCE_X:
DS_VT_GAB_OCE_ORIG
1.00
DS_VT_GAB_OCE_FIN
1.00
NU_ITEM_OCE_Z
0.24
NT_CE_D3
0.17
NT_CE_D1
0.12
TP_SCE_D2
0.06
CO_TURNO_GRADUACAO
0.02
CO_MODALIDADE
0.02
QE_I25
0.02
QE_I10
0.02
TP_SEXO
0.02
QE_I09
0.01
TP_SCE_D3
0.01
QE_I11
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ITEM_OCE_X
CORRELATION RATIO WITH...
CO_GRUPO
0.53
NT_CE_D2
0.36
NT_FG_D2
0.16
NU_IDADE
0.13
NT_FG_D2_PT
0.13
CO_UF_CURSO
0.12
CO_MUNIC_CURSO
0.12
CO_CURSO
0.10
NT_FG_D1_PT
0.08
NT_FG_D1
0.08
ANO_FIM_EM
0.07
CO_CATEGAD
0.07
QE_I16
0.06
CO_IES
0.05
NU_ITEM_OCE_N
MISSING:
---
TOP CATEGORIES
0
433,930
100%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ITEM_OCE_N
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I06
0.00
QE_I43
0.00
QE_I53
0.00
TP_PR_DI_FG
0.00

THESE FEATURES
GIVE INFORMATION
ON NU_ITEM_OCE_N:
NU_ANO
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_Z
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ITEM_OCE_N
CORRELATION RATIO WITH...
CO_IES
0.00
CO_CATEGAD
0.00
CO_GRUPO
0.00
CO_CURSO
0.00
CO_MUNIC_CURSO
0.00
CO_UF_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
DS_VT_GAB_OFG_ORIG
MISSING:
---
TOP CATEGORIES
ZDCBCCDB
433,930
100%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DS_VT_GAB_OFG_ORIG
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I06
0.00
QE_I43
0.00
QE_I53
0.00
TP_PR_DI_FG
0.00

THESE FEATURES
GIVE INFORMATION
ON DS_VT_GAB_OFG_ORIG:
NU_ANO
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_Z
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DS_VT_GAB_OFG_ORIG
CORRELATION RATIO WITH...
CO_IES
0.00
CO_CATEGAD
0.00
CO_GRUPO
0.00
CO_CURSO
0.00
CO_MUNIC_CURSO
0.00
CO_UF_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
DS_VT_GAB_OFG_FIN
MISSING:
---
TOP CATEGORIES
ZDCBCCDB
433,930
100%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DS_VT_GAB_OFG_FIN
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
QE_I06
0.00
QE_I43
0.00
QE_I53
0.00
TP_PR_DI_FG
0.00

THESE FEATURES
GIVE INFORMATION
ON DS_VT_GAB_OFG_FIN:
NU_ANO
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_Z
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DS_VT_GAB_OFG_FIN
CORRELATION RATIO WITH...
CO_IES
0.00
CO_CATEGAD
0.00
CO_GRUPO
0.00
CO_CURSO
0.00
CO_MUNIC_CURSO
0.00
CO_UF_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
DS_VT_GAB_OCE_ORIG
MISSING:
---
TOP CATEGORIES
ABECDDEABDECCBCDEBAEDCDBAAA
57,261
13%
BCBCAEECEDADDBCDBEECBEDZDDA
41,131
9%
AEBDEZDECECDDCDBDADADEADBEE
38,905
9%
DBCDECEDACECCDDBCADACEACEBD
32,325
7%
BCCAEDEDCBECDACEDACADEBCBBE
27,749
6%
DAADDADAABAEABCEEEBCZBBDCDD
22,946
5%
CEAEEDDBDBECDCABDCBCCBADADA
22,341
5%
ZDEBDAEBADACZDCBCDCZABBEDBC
21,444
5%
DBDEACBBBEBCACBAADCECEDAEEE
21,053
5%
ZACDBBADDABEEZECZAEZBCDBZBC
18,519
4%
BDZECAECBEABAECDEBCBBDADDEC
17,720
4%
EZEDDECAADBBZECDEABBCCCADAB
17,650
4%
ZBBZBEBEDDEDDAZCCDEECACAAAB
14,806
3%
EEBDBDCDADCCADBBCZAAEEEBCAC
14,576
3%
BADCABDCEDECACBCDAEDEZEZBAA
11,466
3%
AEDBBEDCBCDEBCAZADCBBDCAADD
8,324
2%
EZCDDECZEAABCEEBACBDABDCADA
8,029
2%
(Other)
37,685
9%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DS_VT_GAB_OCE_ORIG
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_Z
1.00
NU_ITEM_OCE_X
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
DS_VT_GAB_OCE_FIN
1.00

THESE FEATURES
GIVE INFORMATION
ON DS_VT_GAB_OCE_ORIG:
DS_VT_GAB_OCE_FIN
1.00
NU_ITEM_OCE_X
0.59
NU_ITEM_OCE_Z
0.44
NT_CE_D3
0.24
NT_CE_D1
0.19
TP_SCE_D2
0.08
TP_SEXO
0.05
CO_TURNO_GRADUACAO
0.04
QE_I09
0.04
QE_I10
0.03
QE_I11
0.03
QE_I25
0.03
TP_SCE_D3
0.03
CO_MODALIDADE
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DS_VT_GAB_OCE_ORIG
CORRELATION RATIO WITH...
CO_GRUPO
1.00
NT_CE_D2
0.58
NT_FG_D2
0.26
NU_IDADE
0.22
CO_CURSO
0.21
NT_FG_D2_PT
0.20
NT_FG_D1
0.17
CO_MUNIC_CURSO
0.15
CO_UF_CURSO
0.15
NT_FG_D1_PT
0.14
ANO_FIM_EM
0.14
CO_CATEGAD
0.12
CO_IES
0.12
QE_I16
0.12
DS_VT_GAB_OCE_FIN
MISSING:
---
TOP CATEGORIES
ABEXDDEABDECXXXDXBAEDCXXAAA
57,261
13%
XCBCAEECXDADXXXDBEECBEDZDDA
41,131
9%
AEBDEZDECEXDDCDBDAXADEADBEE
38,905
9%
DBCDECEDACECCDDBCADACEAXEXD
32,325
7%
BXCAXDEXCBECDACEDACADEBXBBE
27,749
6%
DAAXXADAABAEAXCEEXBXZBXDCXD
22,946
5%
CEAEEXDBDBECXCABDCBCCBADXDA
22,341
5%
ZDEBDAEBXDACZXCBXDCZABBEDXC
21,444
5%
DBXEACBBBEBCAXBAADCXCEDAEEE
21,053
5%
ZAXDBBAXDABEEZECZAEZBCXBZBC
18,519
4%
XDZECAECBEABAECDXBXXBDADDEC
17,720
4%
EZEDDXCAADBBZECDEAXBCCCADAX
17,650
4%
ZBBZBEBEDDEDDAZXCDEECACAXAB
14,806
3%
EEBDBDCDADXCADBBCZAAEEEBCAC
14,576
3%
BXDCABDCEDECAXBXDAEDEZEZBAA
11,466
3%
AEDBBEDCBCDEBCAZADCXBXCAADX
8,324
2%
EZCDDECZEAABXEEXXCBDABDXADA
8,029
2%
(Other)
37,685
9%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DS_VT_GAB_OCE_FIN
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_Z
1.00
NU_ITEM_OCE_X
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
DS_VT_GAB_OCE_ORIG
1.00

THESE FEATURES
GIVE INFORMATION
ON DS_VT_GAB_OCE_FIN:
DS_VT_GAB_OCE_ORIG
1.00
NU_ITEM_OCE_X
0.59
NU_ITEM_OCE_Z
0.44
NT_CE_D3
0.24
NT_CE_D1
0.19
TP_SCE_D2
0.08
TP_SEXO
0.05
CO_TURNO_GRADUACAO
0.04
QE_I09
0.04
QE_I10
0.03
QE_I11
0.03
QE_I25
0.03
TP_SCE_D3
0.03
CO_MODALIDADE
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DS_VT_GAB_OCE_FIN
CORRELATION RATIO WITH...
CO_GRUPO
1.00
NT_CE_D2
0.58
NT_FG_D2
0.26
NU_IDADE
0.22
CO_CURSO
0.21
NT_FG_D2_PT
0.20
NT_FG_D1
0.17
CO_MUNIC_CURSO
0.15
CO_UF_CURSO
0.15
NT_FG_D1_PT
0.14
ANO_FIM_EM
0.14
CO_CATEGAD
0.12
CO_IES
0.12
QE_I16
0.12
DS_VT_ESC_OFG
MISSING:
47
(<1%)
43,711
10%
-
-
2,425
<1%
-
-
ADCBCCDB
2,405
<1%
-
-
ADCBECDB
2,048
<1%
-
-
ADCBACDB
1,859
<1%
-
-
EDCBCCDB
1,785
<1%
-
-
EDCBECDB
1,628
<1%
-
-
ADCBECEB
1,620
<1%
-
-
EDCBACDB
1,484
<1%
-
-
BDCBECDB
1,452
<1%
-
-
ADCBCCEB
1,268
<1%
-
-
BDCBACDB
1,230
<1%
-
-
EDCBECEB
1,226
<1%
-
-
BDCBCCDB
1,098
<1%
-
-
EDCBCCEB
1,069
<1%
-
-
ADCBACEB
1,067
<1%
-
-
ADCBDCDB
1,000
<1%
-
-
BDCBECEB
946
<1%
-
-
ADCCECDB
895
<1%
-
-
ADCCACDB
884
<1%
-
-
BDCBDCDB
878
<1%
-
-
ADCCCCDB
868
<1%
-
-
EDCBACEB
806
<1%
-
-
EDCBDCDB
792
<1%
-
-
ADCBDCEB
785
<1%
-
-
BDCBCCEB
725
<1%
-
-
EDCCCCDB
720
<1%
-
-
EDCCECDB
713
<1%
-
-
EDCCACDB
712
<1%
-
-
........
704
<1%
-
-
ADCBEADB
699
<1%
-
-
BDCBACEB
650
<1%
-
-
BDCCACDB
615
<1%
-
-
BDCBDCEB
613
<1%
-
-
BDCCECDB
592
<1%
-
-
EDCBDCEB
579
<1%
-
-
ADCBAADB
574
<1%
-
-
ADCBCADB
566
<1%
-
-
ADCCECEB
538
<1%
-
-
ADCBEAEB
538
<1%
-
-
CDCBCCDB
535
<1%
-
-
DDCBCCDB
527
<1%
-
-
CDCBECDB
516
<1%
-
-
ADCCDCDB
516
<1%
-
-
DDCBECDB
510
<1%
-
-
BDCCCCDB
508
<1%
-
-
DDCBACDB
506
<1%
-
-
CDCBACDB
502
<1%
-
-
ADCBEBDB
485
<1%
-
-
ADCCABDB
485
<1%
-
-
ADCCCCEB
470
<1%
-
-
ADCCEBDB
466
<1%
-
-
ADCBABDB
463
<1%
-
-
ADCCACEB
462
<1%
-
-
EDCBEADB
456
<1%
-
-
ADCCCBDB
452
<1%
-
-
BDCCECEB
451
<1%
-
-
EDCCECEB
445
<1%
-
-
EDCBCADB
442
<1%
-
-
ADCAECDB
440
<1%
-
-
EDCBAADB
339,479
78%
-
-
(Other)
DS_VT_ACE_OFG
MISSING:
47
(<1%)
43,711
10%
-
-
16,969
4%
-
-
81110111
12,751
3%
-
-
81100011
12,264
3%
-
-
81100111
11,750
3%
-
-
81110101
11,450
3%
-
-
81110011
8,662
2%
-
-
81100001
8,433
2%
-
-
81110001
8,306
2%
-
-
81100101
8,090
2%
-
-
80000000
7,163
2%
-
-
81100010
6,788
2%
-
-
81010111
6,645
2%
-
-
81000011
6,589
2%
-
-
81111111
6,276
1%
-
-
81100000
6,010
1%
-
-
81110110
5,984
1%
-
-
81000000
5,819
1%
-
-
81000111
5,792
1%
-
-
81000010
5,788
1%
-
-
81110010
5,750
1%
-
-
80000010
5,497
1%
-
-
80100000
5,344
1%
-
-
81110000
5,230
1%
-
-
80100010
5,141
1%
-
-
81010011
5,127
1%
-
-
81000001
5,125
1%
-
-
81010101
5,108
1%
-
-
81110100
5,105
1%
-
-
81100110
5,057
1%
-
-
80100011
4,347
1%
-
-
81111101
4,285
<1%
-
-
81010000
4,285
<1%
-
-
81010001
4,225
<1%
-
-
81100100
4,222
<1%
-
-
81000101
4,145
<1%
-
-
80110111
4,091
<1%
-
-
80000011
3,990
<1%
-
-
81010010
3,937
<1%
-
-
80100111
3,935
<1%
-
-
81101111
3,811
<1%
-
-
81000110
3,792
<1%
-
-
81010110
3,714
<1%
-
-
80010000
3,685
<1%
-
-
80100001
3,543
<1%
-
-
80000001
3,538
<1%
-
-
80110000
3,503
<1%
-
-
80110011
3,440
<1%
-
-
81010100
3,435
<1%
-
-
81000100
3,399
<1%
-
-
81111011
3,336
<1%
-
-
80110010
3,263
<1%
-
-
81101011
3,220
<1%
-
-
80000100
3,177
<1%
-
-
80010010
3,067
<1%
-
-
80000110
2,987
<1%
-
-
80100110
2,904
<1%
-
-
80110101
2,872
<1%
-
-
80000111
2,837
<1%
-
-
80100101
2,765
<1%
-
-
80110001
68,409
16%
-
-
(Other)
DS_VT_ESC_OCE
MISSING:
47
(<1%)
43,711
10%
-
-
571
<1%
-
-
...........................
36
<1%
-
-
AAAAAAAAAAAAAAAAAAAAAAAAAAA
35
<1%
-
-
DDDDDDDDDDDDDDDDDDDDDDDDDDD
34
<1%
-
-
CCCCCCCCCCCCCCCCCCCCCCCCCCC
22
<1%
-
-
ABCDEDCBABCDEDCBABCDEDCBABC
19
<1%
-
-
BBBBBBBBBBBBBBBBBBBBBBBBBBB
7
<1%
-
-
BDDECACCBEDBAECDCBCABDADDEA
5
<1%
-
-
BDDCAAEABCDBCEDDBBCABDADDED
5
<1%
-
-
DEDCACBDBDBCABBAADCEDEDBEAE
5
<1%
-
-
ADDDDDDDDDDDDDDDDDDDDDDDDDD
5
<1%
-
-
EEEEEEEEEEEEEEEEEEEEEEEEEEE
5
<1%
-
-
DEABCDEABCDEABCDEABCDEABCDE
4
<1%
-
-
AAAABBBBBBBBBBBBCCCCCCCCCCC
3
<1%
-
-
BDCEECAADCECCDDBEADACEACEAD
3
<1%
-
-
EECEDCDCCCCECBDCABEBBCCCCBC
3
<1%
-
-
DEDEACBBDEBBABBAADCECEDAEAE
3
<1%
-
-
***************************
3
<1%
-
-
BDDECAEABCDBCECDEBCCDDADDEB
3
<1%
-
-
ABCDEABCDEABCDEABCDEABCDEAB
3
<1%
-
-
BCDCBAEEBADBAECDDCEBDDADDEA
3
<1%
-
-
DDDCCAECBEABAECDDBEABDADDEC
3
<1%
-
-
DBDDEDCABAEAADADCDEEABDCEAC
2
<1%
-
-
EEEAAECCADDEABCDEBCAECCEBDE
2
<1%
-
-
DCEEACBBADECABBAADCECEACEAE
2
<1%
-
-
BDECCBEEBDDBAECDDBCAEDADDDC
2
<1%
-
-
D..........................
2
<1%
-
-
CAABCADECEEEDCABEDACDCCAECD
2
<1%
-
-
DBDEACBBBCEAABBAADEECEDAEAE
2
<1%
-
-
BDCEECAAACECCEDBEADACEAAEAD
2
<1%
-
-
BBDEAEECEABABDBDCADBAEEDDAB
2
<1%
-
-
DDEEEDAEEDADDCDBEAABDEADBCE
2
<1%
-
-
ABCDEEAECEEDDCDCBBAADEADBCE
2
<1%
-
-
ABEEDDCABECEDCCDDADCBCEABAC
2
<1%
-
-
BBCBECEADCECCDDBCADACEACEAD
2
<1%
-
-
ACEEEADBEEDDBCDBDAAADEAEACE
2
<1%
-
-
DEBCADABBDBEAABAACACBDDAECE
2
<1%
-
-
DDAECAECBACBAEEDCBCCBDADDEA
2
<1%
-
-
CDECCABDADAAECBBACABACBBAAC
2
<1%
-
-
EBADDDCADECCEACBEDACCBCAADC
2
<1%
-
-
ADEEEEAECEBDDADBEBCADADDBED
2
<1%
-
-
ADEEADCCBCEADDDBBAAEDACDCDC
2
<1%
-
-
DEEEACBBDBBCABBAACCECEDAEAE
2
<1%
-
-
ADBDEDDECECDDCDBDADADEADBCE
2
<1%
-
-
AEBDEADDCBEDDCDBDABADEADBCE
2
<1%
-
-
DDDCBBDCCDDCDABBDAEDEBEDBCA
2
<1%
-
-
ADEDBDBCAEABBEBACEBDADCDABE
2
<1%
-
-
DDBBAEEECDEBCACDCEDACBDACAD
2
<1%
-
-
CCCEEEAEEBBADCCBDABEDEADBED
2
<1%
-
-
EDEDECCCAADBCEEBEABBBCACDAC
2
<1%
-
-
CEDBEDEACEBDBDADBADCAEEEDEC
2
<1%
-
-
BDDEEBDAAEDBCACDABABBBADCDE
2
<1%
-
-
EECDEDCECDDBCCEDCAAACCABEAB
2
<1%
-
-
EEEDDDCAACEBADCCEBDECCBADCC
2
<1%
-
-
BEDCAAECBEEBAECDDBCCDDADEEA
2
<1%
-
-
EEADBECAADDCBDCBCCAAEEEBEAD
2
<1%
-
-
AECDEEDDCAEADCCBDBEADEADBEE
2
<1%
-
-
CAADBBEADABECEECBBBABEABDBC
2
<1%
-
-
DCDDAACBBEDEAEEDDDCABDADDEC
2
<1%
-
-
ABABECADDCECCDDECBDECBBCEAD
389,318
90%
-
-
(Other)
DS_VT_ACE_OCE
MISSING:
47
(<1%)
43,711
10%
-
-
108
<1%
-
-
000900000000999090000099000
95
<1%
-
-
809000090000080080080090800
78
<1%
-
-
900000009000999000000008000
72
<1%
-
-
000008000090000000900000000
52
<1%
-
-
809000090000180080080090800
43
<1%
-
-
090090090000000000000009000
43
<1%
-
-
000901010000999090100099000
42
<1%
-
-
809001090000180080080090800
40
<1%
-
-
000990000000090009098090090
39
<1%
-
-
809001090000080080080090800
38
<1%
-
-
800000009000890090080000090
37
<1%
-
-
809000091000180080080090800
34
<1%
-
-
809000090010180080080090800
33
<1%
-
-
000000000000000800090900009
32
<1%
-
-
000000000000000000000009090
31
<1%
-
-
000901010000999090000099000
28
<1%
-
-
809000091000080080080090800
26
<1%
-
-
800000009010890090080000090
26
<1%
-
-
000901010100999090000099000
26
<1%
-
-
009000990000009000000000999
25
<1%
-
-
809001091000080080080090800
25
<1%
-
-
809000090000080080080190800
25
<1%
-
-
000901010001999090100099000
25
<1%
-
-
000900010000999090100099000
24
<1%
-
-
000901000000999090000099000
24
<1%
-
-
000900010000999090000099000
24
<1%
-
-
000901010000999090100199000
24
<1%
-
-
809000090000080080080090810
23
<1%
-
-
900000009000999100000008000
23
<1%
-
-
000911010000999090000099000
23
<1%
-
-
000901010100999090100099000
22
<1%
-
-
100901010000999090000099000
22
<1%
-
-
000901011000999090000099000
22
<1%
-
-
000901010000999090100099100
22
<1%
-
-
000009000000900000000000900
22
<1%
-
-
809001091000180080080090800
21
<1%
-
-
010901010000999090100099000
21
<1%
-
-
809000090000080080180090800
20
<1%
-
-
809000090010080080080090800
20
<1%
-
-
000901010000999190100099000
20
<1%
-
-
000000000090000008000000000
20
<1%
-
-
800800000000008900000000900
19
<1%
-
-
000901011000999090100099000
19
<1%
-
-
000901010010999090100099000
19
<1%
-
-
809000090000180080180090800
19
<1%
-
-
809100090000080080080090800
19
<1%
-
-
809000090100080080080090800
19
<1%
-
-
819000090000180080080090800
18
<1%
-
-
000901010100999090100199000
18
<1%
-
-
000901010100999190100199000
18
<1%
-
-
110911010000999191101199000
18
<1%
-
-
809001090000080080080190800
18
<1%
-
-
010991000000190119098090091
18
<1%
-
-
010901010000999090000099000
18
<1%
-
-
819000090000080080080090800
18
<1%
-
-
000991000000090009098090090
18
<1%
-
-
809000190000180080080090800
18
<1%
-
-
080009000000800000900000009
17
<1%
-
-
000911010100999090100099000
388,441
90%
-
-
(Other)
TP_PRES
MISSING:
---
TOP CATEGORIES
555
389,843
90%
222
43,359
10%
334
400
<1%
444
247
<1%
556
81
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PRES
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.99
TP_PR_OB_FG
0.98

THESE FEATURES
GIVE INFORMATION
ON TP_PRES:
TP_PR_OB_CE
0.98
TP_PR_OB_FG
0.98
TP_PR_GER
0.98
TP_PR_DI_CE
0.97
TP_PR_DI_FG
0.97
CO_RS_I5
0.97
CO_RS_I1
0.97
TP_SCE_D1
0.97
CO_RS_I6
0.97
CO_RS_I2
0.97
CO_RS_I4
0.97
CO_RS_I3
0.97
CO_RS_I8
0.97
CO_RS_I7
0.97

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PRES
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.56
NT_FG_D2_PT
0.52
QE_I16
0.47
NT_CE_D2
0.33
NT_FG_D1
0.32
NT_FG_D2
0.32
NU_IDADE
0.11
CO_GRUPO
0.08
ANO_FIM_EM
0.07
CO_CURSO
0.02
CO_IES
0.02
ANO_IN_GRAD
0.01
CO_MUNIC_CURSO
0.01
CO_UF_CURSO
0.01
TP_PR_GER
MISSING:
---
TOP CATEGORIES
555
389,904
90%
222
43,606
10%
333
339
<1%
556
81
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PR_GER
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_OB_CE
0.99
TP_PR_OB_FG
0.98
TP_PRES
0.98

THESE FEATURES
GIVE INFORMATION
ON TP_PR_GER:
TP_PR_OB_CE
1.00
TP_PR_OB_FG
1.00
TP_PRES
0.99
TP_PR_DI_CE
0.99
TP_PR_DI_FG
0.99
TP_SCE_D1
0.99
TP_SFG_D1
0.99
TP_SFG_D2
0.99
TP_SCE_D2
0.99
CO_RS_I1
0.99
CO_RS_I2
0.99
CO_RS_I3
0.99
CO_RS_I5
0.99
CO_RS_I6
0.99

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PR_GER
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.56
NT_FG_D2_PT
0.52
QE_I16
0.47
NT_CE_D2
0.33
NT_FG_D1
0.32
NT_FG_D2
0.32
NU_IDADE
0.11
CO_GRUPO
0.08
ANO_FIM_EM
0.07
CO_CURSO
0.02
CO_IES
0.02
CO_MUNIC_CURSO
0.01
CO_UF_CURSO
0.01
ANO_IN_GRAD
0.01
TP_PR_OB_FG
MISSING:
---
TOP CATEGORIES
555
389,610
90%
222
43,606
10%
333
633
<1%
556
81
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PR_OB_FG
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
1.00
TP_PR_OB_CE
0.99
TP_PRES
0.98

THESE FEATURES
GIVE INFORMATION
ON TP_PR_OB_FG:
TP_PR_OB_CE
0.99
TP_PR_GER
0.98
TP_PRES
0.98
NT_OBJ_FG
0.97
CO_RS_I1
0.97
CO_RS_I4
0.97
CO_RS_I2
0.97
CO_RS_I5
0.97
CO_RS_I6
0.97
CO_RS_I3
0.97
CO_RS_I8
0.97
TP_PR_DI_CE
0.97
CO_RS_I7
0.97
CO_RS_I9
0.97

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PR_OB_FG
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.56
NT_FG_D2_PT
0.52
QE_I16
0.47
NT_CE_D2
0.33
NT_FG_D1
0.32
NT_FG_D2
0.32
NU_IDADE
0.11
CO_GRUPO
0.08
ANO_FIM_EM
0.07
CO_CURSO
0.02
CO_IES
0.02
CO_MUNIC_CURSO
0.01
CO_UF_CURSO
0.01
ANO_IN_GRAD
0.01
TP_PR_DI_FG
MISSING:
---
TOP CATEGORIES
555
361,363
83%
222
43,606
10%
333
28,880
7%
556
81
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PR_DI_FG
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.98
TP_PR_OB_FG
0.97

THESE FEATURES
GIVE INFORMATION
ON TP_PR_DI_FG:
TP_SFG_D1
0.91
TP_SFG_D2
0.85
TP_PR_DI_CE
0.62
TP_SCE_D1
0.62
TP_SCE_D2
0.62
TP_SCE_D3
0.62
NT_CE_D1
0.60
NT_CE_D3
0.59
CO_RS_I9
0.59
CO_RS_I8
0.59
CO_RS_I7
0.58
TP_PR_GER
0.58
CO_RS_I1
0.58
TP_PR_OB_CE
0.58

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PR_DI_FG
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.75
NT_FG_D2_PT
0.70
QE_I16
0.47
NT_FG_D1
0.43
NT_FG_D2
0.43
NT_CE_D2
0.35
NU_IDADE
0.13
ANO_FIM_EM
0.08
CO_GRUPO
0.08
CO_CURSO
0.03
CO_IES
0.03
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
CO_CATEGAD
0.01
TP_PR_OB_CE
MISSING:
---
TOP CATEGORIES
555
389,752
90%
222
43,606
10%
333
491
<1%
556
81
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PR_OB_CE
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
1.00
TP_PR_OB_FG
0.99
TP_PRES
0.98

THESE FEATURES
GIVE INFORMATION
ON TP_PR_OB_CE:
TP_PR_OB_FG
0.99
TP_PR_GER
0.99
TP_PRES
0.99
CO_RS_I2
0.98
CO_RS_I1
0.98
CO_RS_I5
0.98
CO_RS_I3
0.98
CO_RS_I6
0.98
CO_RS_I4
0.98
CO_RS_I8
0.98
CO_RS_I7
0.98
CO_RS_I9
0.98
TP_PR_DI_CE
0.98
TP_PR_DI_FG
0.98

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PR_OB_CE
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.56
NT_FG_D2_PT
0.52
QE_I16
0.47
NT_CE_D2
0.33
NT_FG_D1
0.32
NT_FG_D2
0.32
NU_IDADE
0.11
CO_GRUPO
0.08
ANO_FIM_EM
0.07
CO_CURSO
0.02
CO_IES
0.02
CO_MUNIC_CURSO
0.01
CO_UF_CURSO
0.01
ANO_IN_GRAD
0.01
TP_PR_DI_CE
MISSING:
---
TOP CATEGORIES
555
370,986
85%
222
43,606
10%
333
19,257
4%
556
81
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PR_DI_CE
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.98
TP_PR_OB_FG
0.97

THESE FEATURES
GIVE INFORMATION
ON TP_PR_DI_CE:
TP_SCE_D1
0.89
TP_SCE_D2
0.83
TP_SCE_D3
0.81
NT_CE_D1
0.79
NT_CE_D3
0.75
TP_PR_DI_FG
0.70
TP_SFG_D1
0.69
TP_SFG_D2
0.69
CO_RS_I8
0.66
CO_RS_I9
0.66
CO_RS_I2
0.66
TP_PR_GER
0.65
CO_RS_I7
0.65
TP_PR_OB_CE
0.65

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PR_DI_CE
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.59
NT_FG_D2_PT
0.55
QE_I16
0.47
NT_CE_D2
0.41
NT_FG_D1
0.34
NT_FG_D2
0.34
CO_GRUPO
0.15
NU_IDADE
0.13
ANO_FIM_EM
0.09
CO_CURSO
0.04
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_IES
0.02
ANO_IN_GRAD
0.01
TP_SFG_D1
MISSING:
---
TOP CATEGORIES
555
347,627
80%
222
43,606
10%
333
39,268
9%
336
2,673
<1%
335
675
<1%
556
81
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SFG_D1
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.98
TP_PR_OB_FG
0.97

THESE FEATURES
GIVE INFORMATION
ON TP_SFG_D1:
TP_PR_DI_FG
0.77
TP_SFG_D2
0.65
TP_SCE_D1
0.53
TP_SCE_D2
0.53
TP_SCE_D3
0.53
TP_PR_DI_CE
0.52
NT_CE_D1
0.51
NT_CE_D3
0.50
CO_RS_I9
0.50
CO_RS_I8
0.49
CO_RS_I7
0.49
TP_PR_GER
0.49
CO_RS_I1
0.49
TP_PR_OB_FG
0.49

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SFG_D1
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.82
NT_FG_D2_PT
0.65
NT_FG_D1
0.48
QE_I16
0.47
NT_FG_D2
0.40
NT_CE_D2
0.35
NU_IDADE
0.12
CO_GRUPO
0.08
ANO_FIM_EM
0.08
CO_CURSO
0.03
CO_IES
0.02
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
CO_CATEGAD
0.01
TP_SFG_D2
MISSING:
---
TOP CATEGORIES
555
332,887
77%
333
54,196
12%
222
43,606
10%
336
2,287
<1%
335
873
<1%
556
81
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SFG_D2
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.98
TP_PR_OB_FG
0.97

THESE FEATURES
GIVE INFORMATION
ON TP_SFG_D2:
TP_PR_DI_FG
0.65
TP_SFG_D1
0.59
TP_SCE_D1
0.48
TP_SCE_D3
0.48
TP_SCE_D2
0.48
TP_PR_DI_CE
0.48
NT_CE_D1
0.46
NT_CE_D3
0.46
NT_OBJ_FG
0.46
CO_RS_I9
0.45
CO_RS_I8
0.45
CO_RS_I1
0.45
CO_RS_I7
0.45
CO_RS_I6
0.45

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SFG_D2
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.85
NT_FG_D1_PT
0.68
NT_FG_D2
0.53
QE_I16
0.47
NT_FG_D1
0.41
NT_CE_D2
0.35
NU_IDADE
0.14
ANO_FIM_EM
0.08
CO_GRUPO
0.08
CO_IES
0.04
CO_CURSO
0.04
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
CO_CATEGAD
0.02
TP_SCE_D1
MISSING:
---
TOP CATEGORIES
555
349,252
80%
222
43,606
10%
333
36,352
8%
336
4,065
<1%
335
574
<1%
556
81
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SCE_D1
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.98
TP_PRES
0.97

THESE FEATURES
GIVE INFORMATION
ON TP_SCE_D1:
NT_CE_D1
0.75
TP_PR_DI_CE
0.67
TP_SCE_D2
0.61
TP_SCE_D3
0.57
NT_CE_D3
0.53
TP_SFG_D1
0.53
TP_SFG_D2
0.53
TP_PR_DI_FG
0.53
CO_RS_I8
0.50
CO_RS_I2
0.50
CO_RS_I9
0.50
CO_RS_I7
0.50
TP_PR_GER
0.49
CO_RS_I6
0.49

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SCE_D1
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.59
NT_FG_D2_PT
0.55
QE_I16
0.47
NT_CE_D2
0.40
NT_FG_D1
0.34
NT_FG_D2
0.33
CO_GRUPO
0.18
NU_IDADE
0.13
ANO_FIM_EM
0.08
CO_CURSO
0.04
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_IES
0.02
ANO_IN_GRAD
0.01
TP_SCE_D2
MISSING:
---
TOP CATEGORIES
555
318,935
73%
333
47,780
11%
222
43,606
10%
666
18,830
4%
336
3,587
<1%
335
1,111
<1%
556
81
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SCE_D2
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.98
TP_PRES
0.97

THESE FEATURES
GIVE INFORMATION
ON TP_SCE_D2:
TP_SCE_D3
0.48
NT_CE_D1
0.48
TP_PR_DI_CE
0.47
NT_CE_D3
0.46
TP_SCE_D1
0.45
TP_SFG_D2
0.39
TP_SFG_D1
0.39
TP_PR_DI_FG
0.39
CO_RS_I2
0.38
CO_RS_I8
0.38
CO_RS_I7
0.37
CO_RS_I9
0.37
CO_RS_I6
0.37
CO_RS_I5
0.37

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SCE_D2
CORRELATION RATIO WITH...
NT_CE_D2
0.59
NT_FG_D1_PT
0.58
NT_FG_D2_PT
0.55
QE_I16
0.47
CO_GRUPO
0.37
NT_FG_D1
0.34
NT_FG_D2
0.34
NU_IDADE
0.15
ANO_FIM_EM
0.09
CO_CURSO
0.05
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_IES
0.03
CO_CATEGAD
0.02
TP_SCE_D3
MISSING:
---
TOP CATEGORIES
555
316,777
73%
333
70,733
16%
222
43,606
10%
336
2,068
<1%
335
665
<1%
556
81
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SCE_D3
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.98
TP_PRES
0.97

THESE FEATURES
GIVE INFORMATION
ON TP_SCE_D3:
NT_CE_D3
0.71
TP_SCE_D2
0.55
TP_PR_DI_CE
0.52
TP_SCE_D1
0.48
NT_CE_D1
0.47
TP_SFG_D2
0.45
TP_SFG_D1
0.44
TP_PR_DI_FG
0.44
CO_RS_I8
0.43
CO_RS_I2
0.42
CO_RS_I9
0.42
CO_RS_I7
0.42
CO_RS_I6
0.42
CO_RS_I5
0.42

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SCE_D3
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.58
NT_FG_D2_PT
0.55
QE_I16
0.47
NT_CE_D2
0.45
NT_FG_D1
0.34
NT_FG_D2
0.34
CO_GRUPO
0.30
NU_IDADE
0.15
ANO_FIM_EM
0.09
CO_CURSO
0.07
CO_IES
0.04
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
ANO_IN_GRAD
0.01
NT_GER
MISSING:
43,839
(10%)
1,037
<1%
-
-
38,3
1,034
<1%
-
-
43,3
1,034
<1%
-
-
39,4
1,014
<1%
-
-
43,2
1,008
<1%
-
-
46,3
1,001
<1%
-
-
42,1
990
<1%
-
-
42
987
<1%
-
-
42,7
985
<1%
-
-
44,3
983
<1%
-
-
44,8
980
<1%
-
-
39,6
979
<1%
-
-
46,2
977
<1%
-
-
38,8
977
<1%
-
-
42,4
977
<1%
-
-
41
977
<1%
-
-
47,5
974
<1%
-
-
47,1
973
<1%
-
-
37,3
972
<1%
-
-
44,1
972
<1%
-
-
35,2
972
<1%
-
-
40,5
971
<1%
-
-
40,3
971
<1%
-
-
40,2
971
<1%
-
-
45,7
970
<1%
-
-
41,7
968
<1%
-
-
39,1
968
<1%
-
-
45,9
967
<1%
-
-
41,6
966
<1%
-
-
42,3
966
<1%
-
-
45,2
965
<1%
-
-
50,5
964
<1%
-
-
45,4
964
<1%
-
-
41,1
963
<1%
-
-
44,7
963
<1%
-
-
41,5
963
<1%
-
-
47,2
962
<1%
-
-
46,5
962
<1%
-
-
34,2
958
<1%
-
-
43,5
956
<1%
-
-
44,6
954
<1%
-
-
43
953
<1%
-
-
37,8
953
<1%
-
-
43,7
953
<1%
-
-
37,2
951
<1%
-
-
42,8
951
<1%
-
-
40
951
<1%
-
-
39
951
<1%
-
-
39,3
950
<1%
-
-
37,5
949
<1%
-
-
41,2
949
<1%
-
-
49,2
948
<1%
-
-
37,6
947
<1%
-
-
49
947
<1%
-
-
41,8
946
<1%
-
-
47,4
945
<1%
-
-
38,1
945
<1%
-
-
43,9
942
<1%
-
-
36,3
942
<1%
-
-
46,9
942
<1%
-
-
40,6
331,981
85%
-
-
(Other)
NT_FG
MISSING:
43,839
(10%)
7,546
2%
-
-
25,7
7,140
2%
-
-
34,3
6,792
2%
-
-
17,2
3,852
<1%
-
-
8,6
3,622
<1%
-
-
42,8
2,974
<1%
-
-
38,7
2,705
<1%
-
-
39,1
2,662
<1%
-
-
38,3
2,470
<1%
-
-
37,7
2,405
<1%
-
-
30,1
2,370
<1%
-
-
37,3
2,343
<1%
-
-
38,1
2,086
<1%
-
-
38,5
2,085
<1%
-
-
51,4
2,067
<1%
-
-
39,5
2,048
<1%
-
-
37,9
2,027
<1%
-
-
30,5
2,001
<1%
-
-
21,6
1,966
<1%
-
-
38,9
1,918
<1%
-
-
39,3
1,905
<1%
-
-
39,7
1,844
<1%
-
-
29,7
1,803
<1%
-
-
36,9
1,740
<1%
-
-
20,6
1,727
<1%
-
-
21,2
1,725
<1%
-
-
29,1
1,721
<1%
-
-
28,7
1,709
<1%
-
-
37,5
1,706
<1%
-
-
29,5
1,688
<1%
-
-
40,1
1,687
<1%
-
-
20,2
1,682
<1%
-
-
42,7
1,640
<1%
-
-
42,3
1,620
<1%
-
-
22
1,617
<1%
-
-
0
1,593
<1%
-
-
21
1,585
<1%
-
-
37,1
1,577
<1%
-
-
31,1
1,561
<1%
-
-
41,9
1,540
<1%
-
-
30,7
1,527
<1%
-
-
29,9
1,524
<1%
-
-
43,1
1,506
<1%
-
-
45,9
1,475
<1%
-
-
36,5
1,467
<1%
-
-
36,7
1,465
<1%
-
-
21,4
1,456
<1%
-
-
43,3
1,454
<1%
-
-
43,7
1,429
<1%
-
-
35,5
1,408
<1%
-
-
30,9
1,400
<1%
-
-
55,8
1,379
<1%
-
-
30,3
1,370
<1%
-
-
19,8
1,369
<1%
-
-
42,5
1,361
<1%
-
-
40,5
1,360
<1%
-
-
46,3
1,352
<1%
-
-
42,9
1,335
<1%
-
-
47,2
1,332
<1%
-
-
36,3
1,332
<1%
-
-
44,1
265,041
68%
-
-
(Other)
NT_OBJ_FG
MISSING:
43,839
(10%)
TOP CATEGORIES
57,1
94,409
24%
42,9
88,873
23%
71,4
69,877
18%
28,6
61,174
16%
85,7
32,315
8%
14,3
28,844
7%
0
8,010
2%
100
6,589
2%
ALL
390,091
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_OBJ_FG
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.98
TP_PR_OB_FG
0.97
TP_PR_OB_CE
0.97

THESE FEATURES
GIVE INFORMATION
ON NT_OBJ_FG:
NT_CE_D3
0.18
NT_CE_D1
0.18
TP_SFG_D2
0.17
CO_RS_I8
0.17
CO_RS_I1
0.17
TP_PR_OB_FG
0.17
CO_RS_I5
0.17
TP_PR_DI_FG
0.17
CO_RS_I6
0.17
TP_SCE_D3
0.17
TP_SFG_D1
0.17
TP_PR_OB_CE
0.17
CO_RS_I4
0.17
TP_PR_GER
0.17

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_OBJ_FG
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.57
NT_FG_D2_PT
0.56
QE_I16
0.46
NT_FG_D2
0.39
NT_FG_D1
0.36
NT_CE_D2
0.35
NU_IDADE
0.16
ANO_FIM_EM
0.09
CO_GRUPO
0.08
CO_CURSO
0.07
CO_IES
0.07
CO_CATEGAD
0.02
CO_UF_CURSO
0.01
CO_MUNIC_CURSO
0.01
NT_DIS_FG
MISSING:
43,839
(10%)
30,877
8%
-
-
0
9,288
2%
-
-
11
8,119
2%
-
-
12
7,705
2%
-
-
10
6,964
2%
-
-
8,5
6,797
2%
-
-
7,5
6,725
2%
-
-
9,5
6,448
2%
-
-
13,5
6,322
2%
-
-
12,5
6,040
2%
-
-
10,5
5,881
2%
-
-
13
5,742
1%
-
-
11,5
5,291
1%
-
-
14,5
5,276
1%
-
-
9
5,135
1%
-
-
6,5
4,960
1%
-
-
21
4,654
1%
-
-
23,5
4,488
1%
-
-
20
4,413
1%
-
-
22,5
4,380
1%
-
-
22
4,265
1%
-
-
7
4,201
1%
-
-
30
4,160
1%
-
-
24,5
4,120
1%
-
-
32,5
4,108
1%
-
-
31
4,074
1%
-
-
21,5
4,024
1%
-
-
19
4,006
1%
-
-
31,5
4,001
1%
-
-
8
3,997
1%
-
-
29
3,952
1%
-
-
6
3,911
1%
-
-
15,5
3,878
<1%
-
-
5,5
3,835
<1%
-
-
30,5
3,757
<1%
-
-
20,5
3,709
<1%
-
-
33,5
3,609
<1%
-
-
14
3,596
<1%
-
-
5
3,544
<1%
-
-
23
3,490
<1%
-
-
32
3,408
<1%
-
-
28
3,399
<1%
-
-
19,5
3,374
<1%
-
-
29,5
3,306
<1%
-
-
25,5
3,119
<1%
-
-
18
3,118
<1%
-
-
4,5
3,076
<1%
-
-
18,5
3,033
<1%
-
-
27
2,889
<1%
-
-
34,5
2,871
<1%
-
-
28,5
2,800
<1%
-
-
3
2,764
<1%
-
-
16,5
2,752
<1%
-
-
4
2,747
<1%
-
-
17
2,740
<1%
-
-
33
2,739
<1%
-
-
17,5
2,719
<1%
-
-
15
2,704
<1%
-
-
26
2,623
<1%
-
-
41,5
2,617
<1%
-
-
24
107,551
28%
-
-
(Other)
NT_FG_D1
MISSING:
43,839
(10%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_FG_D1_PT
0.45
NT_FG_D2_PT
0.30
NT_FG_D2
0.25
NT_CE_D2
0.11
NU_IDADE
-0.09
ANO_FIM_EM
0.05
CO_IES
-0.03
CO_CURSO
-0.02
CO_CATEGAD
-0.02
CO_GRUPO
0.01
QE_I16
0.01
CO_MUNIC_CURSO
0.01
CO_UF_CURSO
0.01
ANO_IN_GRAD
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_FG_D1_CT
0.98
TP_SFG_D1
0.48
TP_PR_DI_FG
0.43
TP_SFG_D2
0.41
NT_OBJ_FG
0.36
NT_CE_D3
0.35
NT_CE_D1
0.35
TP_SCE_D3
0.34
TP_SCE_D2
0.34
TP_SCE_D1
0.34
TP_PR_DI_CE
0.34
CO_RS_I8
0.33
CO_RS_I9
0.33
CO_RS_I1
0.33
MOST FREQUENT VALUES
0.0
43,538
11.2%
15.0
22,838
5.9%
13.0
21,354
5.5%
11.0
21,114
5.4%
10.0
18,734
4.8%
6.0
17,363
4.5%
8.0
16,941
4.3%
12.0
13,601
3.5%
14.0
13,105
3.4%
9.0
11,788
3.0%
16.0
9,681
2.5%
47.0
7,011
1.8%
7.0
6,480
1.7%
51.0
6,450
1.7%
31.0
6,445
1.7%
SMALLEST VALUES
0.0
43,538
11.2%
1.0
109
<0.1%
2.0
121
<0.1%
3.0
888
0.2%
4.0
1,286
0.3%
5.0
5,603
1.4%
6.0
17,363
4.5%
7.0
6,480
1.7%
8.0
16,941
4.3%
9.0
11,788
3.0%
10.0
18,734
4.8%
11.0
21,114
5.4%
12.0
13,601
3.5%
13.0
21,354
5.5%
14.0
13,105
3.4%
LARGEST VALUES
99.0
8
<0.1%
98.0
44
<0.1%
97.0
63
<0.1%
96.0
209
<0.1%
95.0
264
<0.1%
94.0
220
<0.1%
93.0
268
<0.1%
92.0
413
0.1%
91.0
643
0.2%
90.0
781
0.2%
89.0
922
0.2%
88.0
2,122
0.5%
87.0
3,596
0.9%
86.0
2,185
0.6%
85.0
2,896
0.7%
NT_FG_D1_PT
MISSING:
43,816
(10%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_FG_D2_PT
0.47
NT_FG_D1
0.45
NT_FG_D2
0.34
NT_CE_D2
0.14
NU_IDADE
-0.07
ANO_FIM_EM
0.03
CO_IES
-0.02
CO_CURSO
-0.02
CO_CATEGAD
-0.01
CO_GRUPO
0.00
QE_I16
0.00
CO_MUNIC_CURSO
0.00
CO_UF_CURSO
0.00
ANO_IN_GRAD
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SFG_D1
0.82
TP_PR_DI_FG
0.75
TP_SFG_D2
0.68
TP_SCE_D1
0.59
TP_PR_DI_CE
0.59
TP_SCE_D2
0.58
TP_SCE_D3
0.58
NT_CE_D1
0.58
NT_CE_D3
0.58
CO_RS_I9
0.58
NT_OBJ_FG
0.57
CO_RS_I8
0.57
CO_RS_I1
0.56
CO_RS_I7
0.56
MOST FREQUENT VALUES
75.0
45,810
11.7%
0.0
42,260
10.8%
65.0
40,890
10.5%
55.0
39,761
10.2%
50.0
32,548
8.3%
40.0
29,254
7.5%
30.0
28,681
7.4%
70.0
26,334
6.8%
60.0
24,584
6.3%
45.0
22,032
5.6%
80.0
21,420
5.5%
35.0
11,611
3.0%
25.0
8,608
2.2%
85.0
6,924
1.8%
90.0
5,303
1.4%
SMALLEST VALUES
0.0
42,260
10.8%
5.0
168
<0.1%
10.0
198
<0.1%
15.0
1,290
0.3%
20.0
2,029
0.5%
25.0
8,608
2.2%
30.0
28,681
7.4%
35.0
11,611
3.0%
40.0
29,254
7.5%
45.0
22,032
5.6%
50.0
32,548
8.3%
55.0
39,761
10.2%
60.0
24,584
6.3%
65.0
40,890
10.5%
70.0
26,334
6.8%
LARGEST VALUES
100.0
3
<0.1%
95.0
406
0.1%
90.0
5,303
1.4%
85.0
6,924
1.8%
80.0
21,420
5.5%
75.0
45,810
11.7%
70.0
26,334
6.8%
65.0
40,890
10.5%
60.0
24,584
6.3%
55.0
39,761
10.2%
50.0
32,548
8.3%
45.0
22,032
5.6%
40.0
29,254
7.5%
35.0
11,611
3.0%
30.0
28,681
7.4%
NT_FG_D1_CT
MISSING:
43,816
(10%)
TOP CATEGORIES
0.0
230,293
59%
20.0
53,338
14%
45.0
37,467
10%
40.0
23,442
6%
90.0
20,027
5%
65.0
16,830
4%
50.0
3,655
<1%
95.0
2,469
<1%
70.0
1,468
<1%
100.0
1,125
<1%
ALL
390,114
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_FG_D1_CT
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_SFG_D1
0.16
TP_PR_DI_FG
0.15
TP_PR_GER
0.15

THESE FEATURES
GIVE INFORMATION
ON NT_FG_D1_CT:
TP_SFG_D1
0.08
TP_PR_DI_FG
0.07
TP_SFG_D2
0.06
NT_OBJ_FG
0.05
NT_CE_D3
0.05
NT_CE_D1
0.04
TP_SCE_D2
0.04
TP_SCE_D3
0.04
TP_PR_DI_CE
0.04
TP_SCE_D1
0.04
CO_RS_I8
0.04
CO_RS_I9
0.04
CO_RS_I1
0.04
CO_RS_I5
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_FG_D1_CT
CORRELATION RATIO WITH...
NT_FG_D1
0.98
NT_FG_D1_PT
0.37
NT_FG_D2_PT
0.33
NT_FG_D2
0.27
NT_CE_D2
0.17
QE_I16
0.13
NU_IDADE
0.11
ANO_FIM_EM
0.06
CO_IES
0.03
CO_CURSO
0.03
CO_GRUPO
0.02
CO_CATEGAD
0.02
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
NT_FG_D2
MISSING:
43,839
(10%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_FG_D2_PT
0.58
NT_FG_D1_PT
0.34
NT_FG_D1
0.25
CO_GRUPO
0.10
NT_CE_D2
0.10
NU_IDADE
-0.09
ANO_FIM_EM
0.05
CO_CURSO
-0.05
CO_IES
-0.04
CO_CATEGAD
-0.03
QE_I16
0.01
CO_MUNIC_CURSO
0.01
CO_UF_CURSO
0.01
ANO_IN_GRAD
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_FG_D2_CT
0.97
TP_SFG_D2
0.53
TP_PR_DI_FG
0.43
TP_SFG_D1
0.40
NT_OBJ_FG
0.39
NT_CE_D3
0.35
TP_SCE_D3
0.34
NT_CE_D1
0.34
CO_RS_I1
0.34
TP_SCE_D2
0.34
CO_RS_I8
0.34
TP_PR_DI_CE
0.34
CO_RS_I9
0.33
QE_I11
0.33
MOST FREQUENT VALUES
0.0
59,421
15.2%
9.0
31,998
8.2%
11.0
29,136
7.5%
14.0
26,469
6.8%
7.0
20,282
5.2%
12.0
19,930
5.1%
34.0
15,984
4.1%
16.0
15,271
3.9%
54.0
12,327
3.2%
32.0
11,682
3.0%
13.0
11,512
3.0%
36.0
10,152
2.6%
31.0
9,692
2.5%
29.0
9,048
2.3%
52.0
8,477
2.2%
SMALLEST VALUES
0.0
59,421
15.2%
2.0
3,222
0.8%
3.0
109
<0.1%
4.0
6,149
1.6%
5.0
1,850
0.5%
6.0
3,643
0.9%
7.0
20,282
5.2%
8.0
1,444
0.4%
9.0
31,998
8.2%
10.0
7,947
2.0%
11.0
29,136
7.5%
12.0
19,930
5.1%
13.0
11,512
3.0%
14.0
26,469
6.8%
15.0
1,458
0.4%
LARGEST VALUES
98.0
111
<0.1%
96.0
272
<0.1%
95.0
4
<0.1%
94.0
355
<0.1%
93.0
35
<0.1%
92.0
189
<0.1%
91.0
81
<0.1%
90.0
46
<0.1%
89.0
64
<0.1%
87.0
41
<0.1%
86.0
1
<0.1%
80.0
1
<0.1%
78.0
1,529
0.4%
76.0
3,750
1.0%
75.0
85
<0.1%
NT_FG_D2_PT
MISSING:
43,816
(10%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_FG_D2
0.58
NT_FG_D1_PT
0.47
NT_FG_D1
0.30
NT_CE_D2
0.13
NU_IDADE
-0.12
ANO_FIM_EM
0.06
CO_IES
-0.06
CO_GRUPO
0.05
CO_CURSO
-0.05
QE_I16
0.03
CO_MUNIC_CURSO
0.02
CO_CATEGAD
-0.02
CO_UF_CURSO
0.02
ANO_IN_GRAD
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SFG_D2
0.85
TP_PR_DI_FG
0.70
TP_SFG_D1
0.65
NT_OBJ_FG
0.56
TP_SCE_D3
0.55
TP_SCE_D2
0.55
TP_PR_DI_CE
0.55
TP_SCE_D1
0.55
NT_CE_D1
0.55
NT_CE_D3
0.55
CO_RS_I8
0.54
CO_RS_I9
0.53
CO_RS_I1
0.53
CO_RS_I5
0.53
MOST FREQUENT VALUES
70.0
60,544
15.5%
0.0
58,094
14.9%
45.0
47,367
12.1%
55.0
46,367
11.9%
60.0
43,623
11.2%
80.0
37,891
9.7%
35.0
28,658
7.3%
65.0
18,529
4.7%
50.0
16,246
4.2%
90.0
11,914
3.1%
20.0
6,744
1.7%
30.0
4,175
1.1%
10.0
3,479
0.9%
25.0
2,237
0.6%
75.0
2,205
0.6%
SMALLEST VALUES
0.0
58,094
14.9%
10.0
3,479
0.9%
15.0
139
<0.1%
20.0
6,744
1.7%
25.0
2,237
0.6%
30.0
4,175
1.1%
35.0
28,658
7.3%
40.0
1,896
0.5%
45.0
47,367
12.1%
50.0
16,246
4.2%
55.0
46,367
11.9%
60.0
43,623
11.2%
65.0
18,529
4.7%
70.0
60,544
15.5%
75.0
2,205
0.6%
LARGEST VALUES
100.0
6
<0.1%
90.0
11,914
3.1%
80.0
37,891
9.7%
75.0
2,205
0.6%
70.0
60,544
15.5%
65.0
18,529
4.7%
60.0
43,623
11.2%
55.0
46,367
11.9%
50.0
16,246
4.2%
45.0
47,367
12.1%
40.0
1,896
0.5%
35.0
28,658
7.3%
30.0
4,175
1.1%
25.0
2,237
0.6%
20.0
6,744
1.7%
NT_FG_D2_CT
MISSING:
43,816
(10%)
TOP CATEGORIES
0.0
243,904
63%
25.0
74,548
19%
50.0
50,607
13%
75.0
19,856
5%
100.0
1,199
<1%
ALL
390,114
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_FG_D2_CT
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_SFG_D2
0.15
TP_PR_DI_FG
0.14
TP_PR_GER
0.13

THESE FEATURES
GIVE INFORMATION
ON NT_FG_D2_CT:
TP_SFG_D2
0.11
TP_PR_DI_FG
0.08
TP_SFG_D1
0.06
NT_OBJ_FG
0.06
NT_CE_D3
0.05
NT_CE_D1
0.05
CO_RS_I1
0.05
CO_RS_I8
0.05
TP_SCE_D2
0.05
TP_SCE_D3
0.05
CO_RS_I9
0.05
TP_PR_DI_CE
0.05
TP_SCE_D1
0.05
CO_RS_I5
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_FG_D2_CT
CORRELATION RATIO WITH...
NT_FG_D2
0.97
NT_FG_D2_PT
0.46
NT_FG_D1_PT
0.35
NT_FG_D1
0.27
NT_CE_D2
0.15
QE_I16
0.12
NU_IDADE
0.09
CO_GRUPO
0.08
ANO_FIM_EM
0.05
CO_CURSO
0.04
CO_IES
0.04
CO_CATEGAD
0.03
CO_UF_CURSO
0.01
CO_MUNIC_CURSO
0.01
NT_CE
MISSING:
43,839
(10%)
2,640
<1%
-
-
29,8
2,567
<1%
-
-
31,3
2,156
<1%
-
-
25,5
2,144
<1%
-
-
21,3
2,100
<1%
-
-
42,5
1,956
<1%
-
-
30,8
1,930
<1%
-
-
38,3
1,907
<1%
-
-
39,3
1,823
<1%
-
-
44
1,671
<1%
-
-
43,5
1,648
<1%
-
-
37,8
1,611
<1%
-
-
22,4
1,592
<1%
-
-
45,5
1,588
<1%
-
-
35,8
1,562
<1%
-
-
34
1,514
<1%
-
-
46,5
1,511
<1%
-
-
26,9
1,470
<1%
-
-
42
1,466
<1%
-
-
43
1,451
<1%
-
-
44,5
1,440
<1%
-
-
17
1,430
<1%
-
-
17,9
1,429
<1%
-
-
29,3
1,428
<1%
-
-
28,3
1,413
<1%
-
-
48
1,407
<1%
-
-
27
1,378
<1%
-
-
47,5
1,371
<1%
-
-
51
1,368
<1%
-
-
39,8
1,362
<1%
-
-
52,5
1,336
<1%
-
-
50,5
1,326
<1%
-
-
45
1,325
<1%
-
-
46
1,311
<1%
-
-
49,3
1,295
<1%
-
-
35,9
1,294
<1%
-
-
52
1,288
<1%
-
-
26,5
1,286
<1%
-
-
49
1,276
<1%
-
-
48,5
1,274
<1%
-
-
47
1,274
<1%
-
-
47,8
1,271
<1%
-
-
21,7
1,262
<1%
-
-
35
1,236
<1%
-
-
34,8
1,229
<1%
-
-
40,5
1,227
<1%
-
-
31,6
1,205
<1%
-
-
38,7
1,200
<1%
-
-
58,1
1,195
<1%
-
-
48,8
1,191
<1%
-
-
26
1,186
<1%
-
-
50,8
1,159
<1%
-
-
51,5
1,140
<1%
-
-
32,8
1,137
<1%
-
-
35,4
1,136
<1%
-
-
48,3
1,126
<1%
-
-
46,3
1,105
<1%
-
-
30,2
1,101
<1%
-
-
49,5
1,097
<1%
-
-
55,5
1,095
<1%
-
-
49,8
303,175
78%
-
-
(Other)
NT_OBJ_CE
MISSING:
43,839
(10%)
20,541
5%
-
-
50
12,104
3%
-
-
40
9,835
3%
-
-
33,3
9,516
2%
-
-
60
9,303
2%
-
-
35
8,903
2%
-
-
25
8,687
2%
-
-
30
8,660
2%
-
-
45
8,386
2%
-
-
66,7
7,318
2%
-
-
58,3
7,196
2%
-
-
62,5
7,178
2%
-
-
54,2
6,704
2%
-
-
54,5
6,558
2%
-
-
59,1
6,134
2%
-
-
63,6
6,097
2%
-
-
55
5,864
2%
-
-
31,6
5,836
1%
-
-
38,1
5,722
1%
-
-
45,8
5,551
1%
-
-
36,8
5,519
1%
-
-
26,3
5,513
1%
-
-
45,5
5,429
1%
-
-
42,9
5,429
1%
-
-
70,8
5,360
1%
-
-
28,6
5,297
1%
-
-
75
5,217
1%
-
-
56
5,211
1%
-
-
68,2
5,026
1%
-
-
41,7
4,881
1%
-
-
42,1
4,847
1%
-
-
52
4,838
1%
-
-
20
4,795
1%
-
-
47,6
4,673
1%
-
-
40,9
4,506
1%
-
-
64
4,456
1%
-
-
48
4,388
1%
-
-
21,1
4,376
1%
-
-
37,5
4,282
1%
-
-
23,8
4,055
1%
-
-
72,7
3,858
<1%
-
-
52,4
3,849
<1%
-
-
44
3,791
<1%
-
-
68
3,772
<1%
-
-
36,4
3,724
<1%
-
-
47,4
3,403
<1%
-
-
34,8
3,344
<1%
-
-
39,1
3,325
<1%
-
-
65
3,143
<1%
-
-
43,5
3,118
<1%
-
-
19
3,058
<1%
-
-
57,1
2,941
<1%
-
-
30,4
2,929
<1%
-
-
47,8
2,859
<1%
-
-
31,8
2,814
<1%
-
-
77,3
2,813
<1%
-
-
52,6
2,810
<1%
-
-
15,8
2,793
<1%
-
-
72
2,648
<1%
-
-
52,2
2,560
<1%
-
-
29,2
62,348
16%
-
-
(Other)
NT_DIS_CE
MISSING:
43,839
(10%)
32,457
8%
-
-
0
13,218
3%
-
-
33,3
11,877
3%
-
-
6,7
11,425
3%
-
-
50
11,390
3%
-
-
43,3
11,233
3%
-
-
53,3
11,192
3%
-
-
40
11,004
3%
-
-
23,3
10,974
3%
-
-
36,7
10,848
3%
-
-
10
10,519
3%
-
-
20
10,182
3%
-
-
30
10,132
3%
-
-
16,7
10,128
3%
-
-
26,7
9,923
3%
-
-
46,7
9,687
2%
-
-
56,7
9,522
2%
-
-
60
9,149
2%
-
-
66,7
9,034
2%
-
-
3,3
8,862
2%
-
-
25
7,874
2%
-
-
70
7,852
2%
-
-
63,3
7,224
2%
-
-
41,7
7,097
2%
-
-
13,3
6,899
2%
-
-
45
6,381
2%
-
-
48,3
6,079
2%
-
-
58,3
5,946
2%
-
-
51,7
5,752
1%
-
-
61,7
5,739
1%
-
-
38,3
5,576
1%
-
-
35
5,528
1%
-
-
73,3
5,460
1%
-
-
55
5,273
1%
-
-
65
5,250
1%
-
-
83,3
5,051
1%
-
-
75
4,733
1%
-
-
31,7
4,227
1%
-
-
12,5
4,166
1%
-
-
76,7
4,071
1%
-
-
28,3
3,575
<1%
-
-
68,3
2,832
<1%
-
-
80
2,747
<1%
-
-
21,7
2,616
<1%
-
-
71,7
2,452
<1%
-
-
78,3
2,411
<1%
-
-
18,3
2,164
<1%
-
-
15
2,118
<1%
-
-
91,7
1,830
<1%
-
-
86,7
1,742
<1%
-
-
100
1,593
<1%
-
-
37,5
1,457
<1%
-
-
11,7
1,174
<1%
-
-
8,3
979
<1%
-
-
81,7
954
<1%
-
-
5
707
<1%
-
-
90
540
<1%
-
-
32,5
497
<1%
-
-
93,3
466
<1%
-
-
27,5
464
<1%
-
-
96,7
7,839
2%
-
-
(Other)
NT_CE_D1
MISSING:
43,839
(10%)
TOP CATEGORIES
0
77,793
20%
50
39,691
10%
20
36,385
9%
60
31,463
8%
30
31,348
8%
40
28,512
7%
10
24,207
6%
100
18,218
5%
75
16,504
4%
70
15,024
4%
80
14,795
4%
25
13,686
4%
90
9,270
2%
35
7,218
2%
45
5,973
2%
55
5,954
2%
65
5,065
1%
(Other)
8,985
2%
ALL
390,091
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_CE_D1
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.97
TP_PR_OB_CE
0.97
TP_PRES
0.96

THESE FEATURES
GIVE INFORMATION
ON NT_CE_D1:
DS_VT_GAB_OCE_ORIG
0.21
DS_VT_GAB_OCE_FIN
0.21
TP_SCE_D1
0.18
NT_CE_D3
0.17
TP_SCE_D2
0.16
TP_PR_DI_CE
0.15
TP_SCE_D3
0.14
NT_OBJ_FG
0.13
TP_SFG_D2
0.13
TP_SFG_D1
0.12
TP_PR_DI_FG
0.12
CO_RS_I8
0.12
CO_RS_I2
0.12
CO_RS_I9
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_CE_D1
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.58
NT_FG_D2_PT
0.55
QE_I16
0.47
NT_CE_D2
0.46
CO_GRUPO
0.36
NT_FG_D1
0.35
NT_FG_D2
0.34
NU_IDADE
0.14
CO_CURSO
0.10
ANO_FIM_EM
0.09
CO_IES
0.06
CO_MUNIC_CURSO
0.05
CO_UF_CURSO
0.05
CO_CATEGAD
0.03
NT_CE_D2
MISSING:
43,839
(10%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CO_GRUPO
-0.19
NT_FG_D1_PT
0.14
NT_FG_D2_PT
0.13
NT_FG_D1
0.11
NT_FG_D2
0.10
NU_IDADE
-0.08
CO_MUNIC_CURSO
0.05
CO_UF_CURSO
0.05
ANO_FIM_EM
0.04
QE_I16
0.04
CO_IES
-0.03
ANO_IN_GRAD
0.01
CO_CURSO
-0.00
CO_CATEGAD
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SCE_D2
0.59
DS_VT_GAB_OCE_ORIG
0.58
DS_VT_GAB_OCE_FIN
0.58
NT_CE_D3
0.48
NT_CE_D1
0.46
TP_SCE_D3
0.45
TP_PR_DI_CE
0.41
TP_SCE_D1
0.40
CO_RS_I2
0.37
CO_RS_I8
0.36
NU_ITEM_OCE_X
0.36
TP_SFG_D2
0.35
TP_SFG_D1
0.35
TP_PR_DI_FG
0.35
MOST FREQUENT VALUES
0.0
119,142
30.5%
20.0
39,775
10.2%
50.0
31,186
8.0%
30.0
29,112
7.5%
100.0
26,696
6.8%
60.0
22,780
5.8%
40.0
22,656
5.8%
80.0
18,019
4.6%
70.0
12,215
3.1%
75.0
12,149
3.1%
10.0
11,481
2.9%
35.0
8,478
2.2%
55.0
7,529
1.9%
65.0
6,525
1.7%
90.0
6,199
1.6%
SMALLEST VALUES
0.0
119,142
30.5%
5.0
607
0.2%
10.0
11,481
2.9%
15.0
2,455
0.6%
20.0
39,775
10.2%
25.0
5,332
1.4%
30.0
29,112
7.5%
35.0
8,478
2.2%
40.0
22,656
5.8%
45.0
5,363
1.4%
50.0
31,186
8.0%
55.0
7,529
1.9%
60.0
22,780
5.8%
65.0
6,525
1.7%
70.0
12,215
3.1%
LARGEST VALUES
100.0
26,696
6.8%
95.0
114
<0.1%
90.0
6,199
1.6%
85.0
2,278
0.6%
80.0
18,019
4.6%
75.0
12,149
3.1%
70.0
12,215
3.1%
65.0
6,525
1.7%
60.0
22,780
5.8%
55.0
7,529
1.9%
50.0
31,186
8.0%
45.0
5,363
1.4%
40.0
22,656
5.8%
35.0
8,478
2.2%
30.0
29,112
7.5%
NT_CE_D3
MISSING:
43,839
(10%)
TOP CATEGORIES
0
126,352
32%
100
52,381
13%
50
35,931
9%
60
21,150
5%
70
14,714
4%
25
14,617
4%
40
14,003
4%
80
13,697
4%
75
13,609
3%
30
10,581
3%
55
10,297
3%
15
9,748
2%
20
9,655
2%
90
8,593
2%
10
7,711
2%
65
6,418
2%
45
4,955
1%
(Other)
15,679
4%
ALL
390,091
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_CE_D3
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.97
TP_PR_OB_CE
0.97
TP_PRES
0.96

THESE FEATURES
GIVE INFORMATION
ON NT_CE_D3:
DS_VT_GAB_OCE_ORIG
0.28
DS_VT_GAB_OCE_FIN
0.28
TP_SCE_D3
0.22
NT_CE_D1
0.18
TP_SCE_D2
0.16
TP_PR_DI_CE
0.15
TP_SCE_D1
0.14
NT_OBJ_FG
0.14
CO_RS_I8
0.13
TP_SFG_D2
0.13
CO_RS_I2
0.13
TP_SFG_D1
0.13
TP_PR_DI_FG
0.13
CO_RS_I9
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_CE_D3
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.58
NT_FG_D2_PT
0.55
NT_CE_D2
0.48
QE_I16
0.47
CO_GRUPO
0.45
NT_FG_D1
0.35
NT_FG_D2
0.35
NU_IDADE
0.18
CO_CURSO
0.11
ANO_FIM_EM
0.11
CO_IES
0.07
CO_MUNIC_CURSO
0.06
CO_UF_CURSO
0.06
CO_CATEGAD
0.03
CO_RS_I1
MISSING:
---
TOP CATEGORIES
C
219,834
51%
D
114,841
26%
43,606
10%
B
23,764
5%
E
16,126
4%
.
11,769
3%
A
3,886
<1%
*
104
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I1
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.98
TP_PR_OB_FG
0.97

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I1:
CO_RS_I2
0.39
CO_RS_I4
0.34
CO_RS_I6
0.33
CO_RS_I5
0.33
CO_RS_I3
0.33
CO_RS_I7
0.33
CO_RS_I8
0.33
CO_RS_I9
0.32
NT_OBJ_FG
0.25
TP_SFG_D2
0.25
TP_PR_OB_CE
0.24
TP_PR_OB_FG
0.24
TP_SFG_D1
0.24
TP_PR_DI_FG
0.24

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I1
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.56
NT_FG_D2_PT
0.53
QE_I16
0.47
NT_FG_D2
0.34
NT_CE_D2
0.33
NT_FG_D1
0.33
NU_IDADE
0.15
CO_GRUPO
0.10
ANO_FIM_EM
0.09
CO_IES
0.05
CO_CURSO
0.05
CO_MUNIC_CURSO
0.04
CO_UF_CURSO
0.04
CO_CATEGAD
0.01
CO_RS_I2
MISSING:
---
TOP CATEGORIES
C
219,687
51%
D
122,554
28%
43,606
10%
B
19,641
5%
E
14,441
3%
.
11,852
3%
A
2,024
<1%
*
125
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I2
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.98
TP_PR_OB_FG
0.97

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I2:
CO_RS_I1
0.40
CO_RS_I8
0.35
CO_RS_I6
0.35
CO_RS_I5
0.35
CO_RS_I7
0.34
CO_RS_I3
0.34
CO_RS_I4
0.34
CO_RS_I9
0.33
TP_SCE_D2
0.26
NT_CE_D3
0.26
TP_SCE_D3
0.26
NT_CE_D1
0.26
TP_SCE_D1
0.25
TP_PR_DI_CE
0.25

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I2
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.56
NT_FG_D2_PT
0.53
QE_I16
0.47
NT_CE_D2
0.37
NT_FG_D2
0.32
NT_FG_D1
0.32
CO_GRUPO
0.17
NU_IDADE
0.16
ANO_FIM_EM
0.10
CO_CURSO
0.05
CO_IES
0.05
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_CATEGAD
0.01
CO_RS_I3
MISSING:
---
TOP CATEGORIES
C
232,720
54%
B
80,104
18%
43,606
10%
A
38,745
9%
D
22,111
5%
.
11,991
3%
E
4,436
1%
*
217
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I3
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.98
TP_PR_OB_FG
0.97

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I3:
CO_RS_I9
0.33
CO_RS_I5
0.32
CO_RS_I6
0.32
CO_RS_I4
0.32
CO_RS_I2
0.32
CO_RS_I1
0.32
CO_RS_I7
0.31
CO_RS_I8
0.31
TP_PR_OB_CE
0.24
TP_PR_OB_FG
0.24
TP_PR_GER
0.24
TP_SFG_D2
0.24
TP_PRES
0.24
TP_SFG_D1
0.24

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I3
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.56
NT_FG_D2_PT
0.53
QE_I16
0.47
NT_CE_D2
0.33
NT_FG_D2
0.32
NT_FG_D1
0.32
NU_IDADE
0.17
ANO_FIM_EM
0.11
CO_GRUPO
0.08
CO_MUNIC_CURSO
0.04
CO_UF_CURSO
0.04
CO_CURSO
0.03
CO_IES
0.03
CO_CATEGAD
0.01
CO_RS_I4
MISSING:
---
TOP CATEGORIES
B
200,991
46%
A
71,029
16%
C
59,939
14%
43,606
10%
D
42,189
10%
.
12,142
3%
E
3,910
<1%
*
124
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I4
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.98
TP_PR_OB_FG
0.97

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I4:
CO_RS_I5
0.44
CO_RS_I6
0.32
CO_RS_I1
0.30
CO_RS_I7
0.29
CO_RS_I3
0.29
CO_RS_I2
0.29
CO_RS_I8
0.29
CO_RS_I9
0.28
TP_PR_OB_CE
0.22
TP_PR_OB_FG
0.22
TP_SFG_D2
0.22
TP_PR_GER
0.22
TP_PRES
0.22
TP_PR_DI_FG
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I4
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.56
NT_FG_D2_PT
0.53
QE_I16
0.47
NT_CE_D2
0.33
NT_FG_D2
0.33
NT_FG_D1
0.32
NU_IDADE
0.15
ANO_FIM_EM
0.09
CO_GRUPO
0.08
CO_CURSO
0.03
CO_IES
0.03
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
ANO_IN_GRAD
0.01
CO_RS_I5
MISSING:
---
TOP CATEGORIES
B
219,576
51%
A
91,327
21%
43,606
10%
C
43,324
10%
D
21,674
5%
.
12,026
3%
E
2,165
<1%
*
232
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I5
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.98
TP_PR_OB_FG
0.97

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I5:
CO_RS_I4
0.47
CO_RS_I6
0.37
CO_RS_I7
0.32
CO_RS_I2
0.32
CO_RS_I8
0.32
CO_RS_I3
0.32
CO_RS_I1
0.32
CO_RS_I9
0.31
TP_PR_OB_CE
0.23
TP_SCE_D3
0.23
TP_SFG_D2
0.23
TP_PR_OB_FG
0.23
TP_SCE_D2
0.23
TP_PR_GER
0.23

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I5
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.56
NT_FG_D2_PT
0.53
QE_I16
0.47
NT_CE_D2
0.34
NT_FG_D2
0.33
NT_FG_D1
0.33
NU_IDADE
0.17
ANO_FIM_EM
0.10
CO_GRUPO
0.08
CO_CURSO
0.04
CO_IES
0.04
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
ANO_IN_GRAD
0.01
CO_RS_I6
MISSING:
---
TOP CATEGORIES
C
186,427
43%
B
119,972
28%
D
51,129
12%
43,606
10%
A
17,195
4%
.
12,123
3%
E
3,167
<1%
*
311
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I6
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.98
TP_PR_OB_FG
0.97

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I6:
CO_RS_I5
0.35
CO_RS_I4
0.34
CO_RS_I7
0.31
CO_RS_I2
0.31
CO_RS_I8
0.31
CO_RS_I1
0.31
CO_RS_I3
0.30
CO_RS_I9
0.30
TP_SCE_D3
0.23
NT_CE_D3
0.22
TP_SCE_D2
0.22
TP_PR_OB_CE
0.22
TP_SFG_D2
0.22
TP_PR_OB_FG
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I6
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.56
NT_FG_D2_PT
0.53
QE_I16
0.47
NT_CE_D2
0.34
NT_FG_D2
0.33
NT_FG_D1
0.33
NU_IDADE
0.16
ANO_FIM_EM
0.10
CO_GRUPO
0.08
CO_CURSO
0.05
CO_IES
0.04
CO_UF_CURSO
0.03
CO_MUNIC_CURSO
0.03
ANO_IN_GRAD
0.01
CO_RS_I7
MISSING:
---
TOP CATEGORIES
B
183,607
42%
E
68,000
16%
A
64,907
15%
43,606
10%
D
43,076
10%
C
17,534
4%
.
12,486
3%
*
714
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I7
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.98
TP_PR_OB_FG
0.97

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I7:
CO_RS_I8
0.29
CO_RS_I5
0.28
CO_RS_I6
0.28
CO_RS_I4
0.27
CO_RS_I2
0.27
CO_RS_I1
0.27
CO_RS_I9
0.27
CO_RS_I3
0.27
TP_SCE_D2
0.20
TP_SCE_D3
0.20
TP_SCE_D1
0.20
TP_SFG_D1
0.20
TP_PR_OB_CE
0.20
TP_SFG_D2
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I7
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.56
NT_FG_D2_PT
0.53
QE_I16
0.47
NT_CE_D2
0.34
NT_FG_D2
0.32
NT_FG_D1
0.32
NU_IDADE
0.15
CO_GRUPO
0.14
ANO_FIM_EM
0.09
CO_IES
0.05
CO_CURSO
0.04
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
CO_CATEGAD
0.02
CO_RS_I8
MISSING:
---
TOP CATEGORIES
D
239,116
55%
C
54,405
13%
43,606
10%
E
41,654
10%
B
31,316
7%
.
12,635
3%
A
10,834
2%
*
364
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I8
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.98
TP_PR_OB_FG
0.97

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I8:
CO_RS_I7
0.33
CO_RS_I2
0.32
CO_RS_I6
0.32
CO_RS_I5
0.32
CO_RS_I1
0.31
CO_RS_I4
0.31
CO_RS_I3
0.30
CO_RS_I9
0.30
NT_CE_D3
0.24
TP_SCE_D3
0.24
NT_CE_D1
0.24
TP_SCE_D2
0.24
TP_SCE_D1
0.23
TP_SFG_D2
0.23

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I8
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.57
NT_FG_D2_PT
0.54
QE_I16
0.47
NT_CE_D2
0.36
NT_FG_D2
0.34
NT_FG_D1
0.33
NU_IDADE
0.18
CO_GRUPO
0.11
ANO_FIM_EM
0.11
CO_MUNIC_CURSO
0.06
CO_UF_CURSO
0.06
CO_IES
0.06
CO_CURSO
0.06
ANO_IN_GRAD
0.01
CO_RS_I9
MISSING:
---
TOP CATEGORIES
D
193,049
44%
C
112,115
26%
43,606
10%
B
42,162
10%
E
26,544
6%
.
13,857
3%
A
2,380
<1%
*
217
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I9
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
TP_PR_GER
0.99
TP_PR_OB_CE
0.98
TP_PR_OB_FG
0.97

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I9:
CO_RS_I3
0.31
CO_RS_I7
0.30
CO_RS_I6
0.30
CO_RS_I8
0.29
CO_RS_I2
0.29
CO_RS_I5
0.29
CO_RS_I1
0.29
CO_RS_I4
0.29
TP_SFG_D1
0.23
TP_SFG_D2
0.23
TP_PR_DI_FG
0.23
TP_SCE_D3
0.23
TP_SCE_D2
0.22
TP_SCE_D1
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I9
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.58
NT_FG_D2_PT
0.53
QE_I16
0.47
NT_CE_D2
0.34
NT_FG_D2
0.33
NT_FG_D1
0.33
NU_IDADE
0.16
CO_GRUPO
0.10
ANO_FIM_EM
0.10
CO_UF_CURSO
0.09
CO_MUNIC_CURSO
0.09
CO_IES
0.05
CO_CURSO
0.04
CO_CATEGAD
0.04
QE_I01
MISSING:
---
TOP CATEGORIES
A
325,716
75%
B
62,814
14%
26,055
6%
E
10,250
2%
C
8,424
2%
D
671
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I01
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I01:
QE_I06
0.59
QE_I09
0.34
QE_I19
0.32
QE_I07
0.30
QE_I10
0.30
QE_I05
0.30
QE_I20
0.30
QE_I04
0.29
QE_I17
0.29
QE_I11
0.29
QE_I13
0.28
QE_I18
0.28
QE_I26
0.28
QE_I25
0.28

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I01
CORRELATION RATIO WITH...
QE_I16
0.63
NU_IDADE
0.52
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.40
ANO_FIM_EM
0.36
NT_FG_D2
0.25
NT_CE_D2
0.25
NT_FG_D1
0.25
CO_CURSO
0.08
CO_GRUPO
0.07
CO_IES
0.06
ANO_IN_GRAD
0.01
CO_MUNIC_CURSO
0.01
CO_UF_CURSO
0.01
QE_I02
MISSING:
---
TOP CATEGORIES
A
220,386
51%
D
135,770
31%
B
32,869
8%
26,056
6%
C
10,093
2%
F
7,456
2%
E
1,300
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I02
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I02:
QE_I08
0.21
QE_I15
0.20
QE_I17
0.20
QE_I04
0.20
QE_I05
0.19
QE_I11
0.19
QE_I09
0.19
QE_I21
0.19
QE_I07
0.19
QE_I26
0.19
QE_I14
0.18
QE_I06
0.18
QE_I19
0.18
QE_I01
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I02
CORRELATION RATIO WITH...
QE_I16
0.65
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.25
NT_FG_D1
0.24
CO_MUNIC_CURSO
0.22
CO_UF_CURSO
0.22
NU_IDADE
0.13
ANO_FIM_EM
0.08
CO_GRUPO
0.07
CO_IES
0.07
CO_CURSO
0.05
CO_CATEGAD
0.03
QE_I03
MISSING:
---
TOP CATEGORIES
A
403,195
93%
26,055
6%
B
3,713
<1%
C
967
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I03
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I14
0.51
TP_PR_GER
0.44
TP_PR_OB_CE
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I03:
QE_I17
0.79
QE_I02
0.78
QE_I12
0.78
QE_I11
0.78
QE_I06
0.78
QE_I07
0.78
QE_I08
0.78
QE_I15
0.78
QE_I04
0.78
QE_I18
0.78
QE_I05
0.78
QE_I09
0.78
QE_I14
0.78
QE_I13
0.78

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I03
CORRELATION RATIO WITH...
QE_I16
0.64
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.24
NT_FG_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.11
ANO_FIM_EM
0.07
CO_GRUPO
0.07
CO_IES
0.03
CO_CURSO
0.02
CO_MUNIC_CURSO
0.01
CO_UF_CURSO
0.01
ANO_IN_GRAD
0.01
QE_I04
MISSING:
---
TOP CATEGORIES
D
142,861
33%
B
90,636
21%
E
68,194
16%
C
62,560
14%
26,054
6%
F
25,712
6%
A
17,913
4%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I04
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.54
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I04:
QE_I05
0.24
QE_I17
0.18
QE_I08
0.18
QE_I21
0.17
QE_I19
0.15
QE_I09
0.14
QE_I11
0.14
QE_I06
0.14
QE_I02
0.14
QE_I01
0.14
QE_I26
0.14
QE_I15
0.14
QE_I14
0.14
QE_I20
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I04
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.40
NU_IDADE
0.27
NT_FG_D2
0.26
NT_FG_D1
0.25
NT_CE_D2
0.25
ANO_FIM_EM
0.16
CO_IES
0.10
CO_CURSO
0.09
CO_GRUPO
0.08
CO_MUNIC_CURSO
0.04
CO_UF_CURSO
0.04
CO_CATEGAD
0.02
QE_I05
MISSING:
---
TOP CATEGORIES
D
147,582
34%
E
78,453
18%
B
68,836
16%
C
56,035
13%
F
47,594
11%
26,054
6%
A
9,376
2%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I05
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.53
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I05:
QE_I04
0.24
QE_I21
0.20
QE_I17
0.18
QE_I08
0.17
QE_I19
0.16
QE_I09
0.15
QE_I06
0.15
QE_I01
0.15
QE_I11
0.14
QE_I10
0.14
QE_I20
0.14
QE_I26
0.14
QE_I02
0.14
QE_I14
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I05
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.40
NU_IDADE
0.35
NT_FG_D2
0.26
NT_FG_D1
0.25
NT_CE_D2
0.25
ANO_FIM_EM
0.21
CO_IES
0.08
CO_CURSO
0.08
CO_GRUPO
0.07
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_CATEGAD
0.02
QE_I06
MISSING:
---
TOP CATEGORIES
B
241,518
56%
C
85,443
20%
A
41,236
10%
D
35,370
8%
26,054
6%
F
2,929
<1%
E
1,380
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I06
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I01
0.59
QE_I14
0.52

THESE FEATURES
GIVE INFORMATION
ON QE_I06:
QE_I07
0.42
QE_I01
0.38
QE_I09
0.23
QE_I19
0.21
QE_I10
0.20
QE_I11
0.20
QE_I20
0.20
QE_I05
0.20
QE_I12
0.19
QE_I26
0.19
QE_I13
0.19
QE_I04
0.19
QE_I17
0.19
QE_I08
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I06
CORRELATION RATIO WITH...
QE_I16
0.63
NU_IDADE
0.50
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.40
ANO_FIM_EM
0.34
NT_FG_D2
0.26
NT_CE_D2
0.25
NT_FG_D1
0.25
CO_CURSO
0.08
CO_GRUPO
0.07
CO_IES
0.06
CO_CATEGAD
0.05
CO_UF_CURSO
0.04
CO_MUNIC_CURSO
0.04
QE_I07
MISSING:
---
TOP CATEGORIES
D
98,656
23%
C
93,676
22%
B
63,876
15%
A
62,358
14%
E
53,719
12%
26,053
6%
F
22,164
5%
G
8,246
2%
H
5,182
1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I07
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I07:
QE_I06
0.28
QE_I01
0.13
QE_I11
0.12
QE_I09
0.12
QE_I08
0.12
QE_I12
0.12
QE_I26
0.12
QE_I13
0.12
QE_I02
0.12
QE_I05
0.12
QE_I17
0.12
QE_I10
0.12
QE_I23
0.12
QE_I04
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I07
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_FG_D2
0.25
NT_CE_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.13
CO_MUNIC_CURSO
0.10
CO_UF_CURSO
0.10
ANO_FIM_EM
0.08
CO_GRUPO
0.07
CO_CATEGAD
0.04
CO_IES
0.04
CO_CURSO
0.04
QE_I08
MISSING:
---
TOP CATEGORIES
B
113,967
26%
C
83,153
19%
A
73,623
17%
E
50,176
12%
D
47,104
11%
F
33,180
8%
26,057
6%
G
6,670
2%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I08
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.55
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I08:
QE_I04
0.17
QE_I17
0.16
QE_I05
0.16
QE_I11
0.15
QE_I21
0.14
QE_I09
0.14
QE_I02
0.14
QE_I15
0.14
QE_I26
0.13
QE_I14
0.13
QE_I10
0.13
QE_I12
0.13
QE_I06
0.13
QE_I07
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I08
CORRELATION RATIO WITH...
QE_I16
0.64
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.40
NT_FG_D2
0.27
NT_FG_D1
0.25
NT_CE_D2
0.25
CO_GRUPO
0.14
CO_MUNIC_CURSO
0.14
CO_UF_CURSO
0.13
NU_IDADE
0.12
CO_IES
0.11
CO_CURSO
0.08
ANO_FIM_EM
0.08
CO_CATEGAD
0.03
QE_I09
MISSING:
---
TOP CATEGORIES
B
152,990
35%
C
110,881
26%
E
49,803
11%
D
35,125
8%
A
33,815
8%
26,054
6%
F
25,262
6%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I09
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.45

THESE FEATURES
GIVE INFORMATION
ON QE_I09:
QE_I10
0.34
QE_I06
0.18
QE_I01
0.17
QE_I11
0.16
QE_I08
0.15
QE_I19
0.15
QE_I05
0.15
QE_I17
0.15
QE_I04
0.15
QE_I20
0.15
QE_I26
0.15
QE_I25
0.14
QE_I07
0.14
QE_I13
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I09
CORRELATION RATIO WITH...
QE_I16
0.63
NU_IDADE
0.42
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
CO_GRUPO
0.29
ANO_FIM_EM
0.29
NT_CE_D2
0.26
NT_FG_D1
0.25
NT_FG_D2
0.25
CO_CURSO
0.10
CO_MUNIC_CURSO
0.09
CO_UF_CURSO
0.09
CO_IES
0.06
CO_CATEGAD
0.02
QE_I10
MISSING:
---
TOP CATEGORIES
A
202,715
47%
E
109,627
25%
D
40,793
9%
B
32,994
8%
26,055
6%
C
21,746
5%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I10
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.45

THESE FEATURES
GIVE INFORMATION
ON QE_I10:
QE_I09
0.41
QE_I06
0.18
QE_I01
0.18
QE_I11
0.17
QE_I26
0.17
QE_I13
0.17
QE_I19
0.17
QE_I05
0.17
QE_I25
0.17
QE_I17
0.17
QE_I08
0.17
QE_I23
0.17
QE_I20
0.17
QE_I04
0.16

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I10
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.40
NU_IDADE
0.31
NT_CE_D2
0.27
CO_GRUPO
0.26
NT_FG_D1
0.25
NT_FG_D2
0.25
ANO_FIM_EM
0.22
CO_CURSO
0.10
CO_MUNIC_CURSO
0.08
CO_UF_CURSO
0.08
CO_IES
0.05
CO_CATEGAD
0.02
QE_I11
MISSING:
---
TOP CATEGORIES
B
107,084
25%
E
98,771
23%
A
89,268
21%
H
36,654
8%
C
34,379
8%
26,061
6%
J
8,533
2%
I
8,516
2%
G
7,590
2%
D
7,060
2%
F
7,047
2%
K
2,967
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I11
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.54
QE_I12
0.47

THESE FEATURES
GIVE INFORMATION
ON QE_I11:
QE_I26
0.22
QE_I15
0.17
QE_I13
0.17
QE_I08
0.15
QE_I12
0.14
QE_I09
0.14
QE_I17
0.14
QE_I37
0.13
QE_I65
0.13
QE_I06
0.13
QE_I38
0.13
QE_I62
0.13
QE_I63
0.13
QE_I68
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I11
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.42
NT_FG_D2
0.33
NT_FG_D1
0.27
NT_CE_D2
0.27
NU_IDADE
0.19
ANO_FIM_EM
0.12
CO_CATEGAD
0.12
CO_GRUPO
0.12
CO_CURSO
0.12
CO_IES
0.11
CO_MUNIC_CURSO
0.11
CO_UF_CURSO
0.10
QE_I12
MISSING:
---
TOP CATEGORIES
A
376,438
87%
26,052
6%
E
9,680
2%
F
7,301
2%
C
6,220
1%
D
4,878
1%
B
3,361
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I12
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I12:
QE_I11
0.47
QE_I13
0.43
QE_I26
0.43
QE_I15
0.42
QE_I06
0.42
QE_I08
0.40
QE_I09
0.40
QE_I07
0.40
QE_I10
0.39
QE_I24
0.39
QE_I23
0.39
QE_I17
0.39
QE_I20
0.39
QE_I53
0.39

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I12
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_FG_D2
0.25
NT_CE_D2
0.25
NT_FG_D1
0.24
NU_IDADE
0.13
ANO_FIM_EM
0.08
CO_GRUPO
0.07
CO_CATEGAD
0.04
CO_MUNIC_CURSO
0.04
CO_UF_CURSO
0.04
CO_CURSO
0.04
CO_IES
0.03
QE_I13
MISSING:
---
TOP CATEGORIES
A
317,465
73%
B
34,778
8%
26,057
6%
F
24,490
6%
D
16,772
4%
C
11,476
3%
E
2,892
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I13
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.53
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I13:
QE_I11
0.33
QE_I26
0.26
QE_I12
0.25
QE_I06
0.24
QE_I10
0.24
QE_I23
0.24
QE_I24
0.24
QE_I09
0.24
QE_I44
0.23
QE_I01
0.23
QE_I14
0.23
QE_I05
0.23
QE_I43
0.23
QE_I53
0.23

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I13
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.41
NT_FG_D2
0.30
NT_FG_D1
0.26
NT_CE_D2
0.26
NU_IDADE
0.18
ANO_FIM_EM
0.12
CO_CURSO
0.10
CO_IES
0.07
CO_GRUPO
0.07
CO_CATEGAD
0.06
CO_UF_CURSO
0.03
CO_MUNIC_CURSO
0.03
QE_I14
MISSING:
---
TOP CATEGORIES
A
390,575
90%
26,051
6%
F
7,045
2%
E
5,357
1%
B
3,641
<1%
C
1,033
<1%
D
228
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I14
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
TP_PR_GER
0.45
TP_PR_OB_CE
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I14:
QE_I08
0.55
QE_I11
0.54
QE_I04
0.54
QE_I53
0.54
QE_I17
0.53
QE_I13
0.53
QE_I05
0.53
QE_I26
0.52
QE_I06
0.52
QE_I24
0.52
QE_I21
0.52
QE_I09
0.52
QE_I52
0.52
QE_I01
0.52

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I14
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_FG_D2
0.25
NT_CE_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.12
CO_GRUPO
0.10
ANO_FIM_EM
0.08
CO_CURSO
0.06
CO_IES
0.05
CO_UF_CURSO
0.03
CO_MUNIC_CURSO
0.03
CO_CATEGAD
0.02
QE_I15
MISSING:
---
TOP CATEGORIES
A
310,038
71%
D
35,683
8%
26,057
6%
C
25,743
6%
E
23,973
6%
F
6,555
2%
B
5,881
1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I15
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I15:
QE_I11
0.32
QE_I17
0.26
QE_I26
0.24
QE_I08
0.24
QE_I12
0.23
QE_I02
0.23
QE_I04
0.22
QE_I09
0.22
QE_I05
0.22
QE_I13
0.22
QE_I18
0.22
QE_I21
0.22
QE_I06
0.22
QE_I20
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I15
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_FG_D2
0.25
NT_CE_D2
0.25
NT_FG_D1
0.24
NU_IDADE
0.14
ANO_FIM_EM
0.10
CO_GRUPO
0.06
CO_CURSO
0.04
CO_IES
0.04
CO_MUNIC_CURSO
0.04
CO_UF_CURSO
0.04
CO_CATEGAD
0.02
QE_I16
MISSING:
26,052
(6%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CO_MUNIC_CURSO
0.80
CO_UF_CURSO
0.80
CO_IES
-0.07
CO_CATEGAD
-0.05
NT_CE_D2
0.04
NU_IDADE
-0.03
CO_GRUPO
0.03
CO_CURSO
-0.03
NT_FG_D2_PT
0.03
NT_FG_D2
0.01
NT_FG_D1
0.01
ANO_FIM_EM
0.01
ANO_IN_GRAD
-0.00
NT_FG_D1_PT
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I02
0.65
QE_I17
0.64
QE_I08
0.64
QE_I03
0.64
QE_I07
0.63
QE_I11
0.63
QE_I09
0.63
QE_I04
0.63
QE_I10
0.63
QE_I24
0.63
QE_I26
0.63
QE_I15
0.63
QE_I14
0.63
QE_I23
0.63
MOST FREQUENT VALUES
35.0
91,989
22.6%
31.0
52,696
12.9%
33.0
33,042
8.1%
41.0
25,608
6.3%
43.0
23,395
5.7%
29.0
22,998
5.6%
26.0
15,791
3.9%
42.0
15,511
3.8%
23.0
15,316
3.8%
52.0
13,840
3.4%
15.0
11,510
2.8%
21.0
9,557
2.3%
25.0
8,695
2.1%
53.0
8,072
2.0%
32.0
7,319
1.8%
SMALLEST VALUES
11.0
3,646
0.9%
12.0
1,746
0.4%
13.0
7,248
1.8%
14.0
905
0.2%
15.0
11,510
2.8%
16.0
1,631
0.4%
17.0
3,420
0.8%
21.0
9,557
2.3%
22.0
5,583
1.4%
23.0
15,316
3.8%
24.0
6,128
1.5%
25.0
8,695
2.1%
26.0
15,791
3.9%
27.0
4,752
1.2%
28.0
4,442
1.1%
LARGEST VALUES
99.0
1,594
0.4%
53.0
8,072
2.0%
52.0
13,840
3.4%
51.0
6,370
1.6%
50.0
5,074
1.2%
43.0
23,395
5.7%
42.0
15,511
3.8%
41.0
25,608
6.3%
35.0
91,989
22.6%
33.0
33,042
8.1%
32.0
7,319
1.8%
31.0
52,696
12.9%
29.0
22,998
5.6%
28.0
4,442
1.1%
27.0
4,752
1.2%
QE_I17
MISSING:
---
TOP CATEGORIES
A
244,901
56%
B
127,876
29%
26,053
6%
D
17,132
4%
E
16,466
4%
F
1,109
<1%
C
393
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I17
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.79
QE_I14
0.53
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I17:
QE_I04
0.28
QE_I08
0.28
QE_I05
0.27
QE_I15
0.25
QE_I11
0.24
QE_I21
0.23
QE_I09
0.23
QE_I26
0.22
QE_I19
0.22
QE_I02
0.22
QE_I06
0.22
QE_I01
0.21
QE_I18
0.21
QE_I10
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I17
CORRELATION RATIO WITH...
QE_I16
0.64
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.41
NT_FG_D2
0.27
NT_FG_D1
0.25
NT_CE_D2
0.25
NU_IDADE
0.20
ANO_FIM_EM
0.12
CO_IES
0.11
CO_CURSO
0.09
CO_GRUPO
0.07
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_CATEGAD
0.02
QE_I18
MISSING:
---
TOP CATEGORIES
A
343,638
79%
B
41,385
10%
26,054
6%
D
15,971
4%
C
3,730
<1%
E
3,152
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I18
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I18:
QE_I17
0.31
QE_I06
0.31
QE_I19
0.31
QE_I01
0.31
QE_I09
0.30
QE_I11
0.30
QE_I05
0.30
QE_I04
0.30
QE_I15
0.30
QE_I20
0.30
QE_I10
0.30
QE_I26
0.30
QE_I08
0.30
QE_I13
0.30

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I18
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NU_IDADE
0.27
NT_FG_D2
0.25
NT_CE_D2
0.25
NT_FG_D1
0.24
ANO_FIM_EM
0.13
CO_GRUPO
0.11
CO_CURSO
0.04
CO_IES
0.03
CO_UF_CURSO
0.01
CO_MUNIC_CURSO
0.01
ANO_IN_GRAD
0.01
QE_I19
MISSING:
---
TOP CATEGORIES
B
288,901
67%
A
57,245
13%
C
27,681
6%
26,059
6%
F
14,892
3%
G
10,799
2%
D
7,686
2%
E
667
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I19
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I19:
QE_I20
0.27
QE_I06
0.23
QE_I01
0.23
QE_I05
0.23
QE_I09
0.22
QE_I04
0.22
QE_I17
0.21
QE_I10
0.21
QE_I26
0.20
QE_I11
0.20
QE_I18
0.20
QE_I25
0.20
QE_I08
0.20
QE_I21
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I19
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NU_IDADE
0.40
NT_FG_D2_PT
0.40
ANO_FIM_EM
0.26
NT_FG_D2
0.25
NT_CE_D2
0.25
NT_FG_D1
0.25
CO_GRUPO
0.08
CO_CURSO
0.07
CO_IES
0.04
CO_CATEGAD
0.01
ANO_IN_GRAD
0.01
CO_UF_CURSO
0.01
QE_I20
MISSING:
---
TOP CATEGORIES
C
188,467
43%
A
93,553
22%
G
40,045
9%
26,067
6%
K
25,666
6%
B
21,443
5%
H
15,163
3%
E
9,303
2%
D
7,597
2%
J
3,961
<1%
I
1,392
<1%
F
1,273
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I20
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I20:
QE_I19
0.18
QE_I06
0.15
QE_I01
0.14
QE_I09
0.14
QE_I05
0.14
QE_I11
0.14
QE_I10
0.14
QE_I26
0.14
QE_I40
0.14
QE_I04
0.14
QE_I37
0.13
QE_I08
0.13
QE_I48
0.13
QE_I17
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I20
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NU_IDADE
0.28
NT_FG_D2
0.25
NT_CE_D2
0.25
NT_FG_D1
0.24
ANO_FIM_EM
0.18
CO_GRUPO
0.09
CO_CURSO
0.05
CO_IES
0.03
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
CO_CATEGAD
0.02
QE_I21
MISSING:
---
TOP CATEGORIES
A
290,464
67%
B
117,412
27%
26,054
6%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I21
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I21:
QE_I05
0.43
QE_I04
0.38
QE_I08
0.34
QE_I17
0.33
QE_I11
0.30
QE_I19
0.30
QE_I09
0.30
QE_I15
0.29
QE_I02
0.29
QE_I26
0.29
QE_I14
0.29
QE_I20
0.29
QE_I10
0.29
QE_I13
0.29

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I21
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_FG_D2
0.25
NT_CE_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.11
ANO_FIM_EM
0.07
CO_GRUPO
0.07
CO_IES
0.05
CO_CURSO
0.05
CO_MUNIC_CURSO
0.01
CO_UF_CURSO
0.01
CO_CATEGAD
0.01
QE_I22
MISSING:
---
TOP CATEGORIES
B
171,270
39%
C
111,558
26%
A
66,184
15%
E
31,126
7%
D
27,736
6%
26,056
6%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I22
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I22:
QE_I23
0.17
QE_I39
0.15
QE_I36
0.15
QE_I29
0.15
QE_I37
0.15
QE_I51
0.15
QE_I38
0.15
QE_I40
0.15
QE_I35
0.15
QE_I34
0.15
QE_I48
0.15
QE_I30
0.15
QE_I33
0.15
QE_I42
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I22
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.11
CO_GRUPO
0.08
ANO_FIM_EM
0.07
CO_IES
0.02
CO_CURSO
0.02
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
CO_CATEGAD
0.02
QE_I23
MISSING:
---
TOP CATEGORIES
B
161,944
37%
C
122,829
28%
D
55,217
13%
E
52,859
12%
26,058
6%
A
15,023
3%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I23
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.45

THESE FEATURES
GIVE INFORMATION
ON QE_I23:
QE_I22
0.17
QE_I42
0.16
QE_I13
0.16
QE_I11
0.16
QE_I10
0.16
QE_I26
0.16
QE_I09
0.15
QE_I36
0.15
QE_I51
0.15
QE_I34
0.15
QE_I33
0.15
QE_I35
0.15
QE_I32
0.15
QE_I39
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I23
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.40
NT_FG_D2
0.26
NT_FG_D1
0.26
NT_CE_D2
0.25
NU_IDADE
0.12
CO_GRUPO
0.10
ANO_FIM_EM
0.07
CO_CURSO
0.05
CO_IES
0.04
CO_MUNIC_CURSO
0.04
CO_UF_CURSO
0.04
CO_CATEGAD
0.01
QE_I24
MISSING:
---
TOP CATEGORIES
E
272,607
63%
A
79,067
18%
D
28,381
7%
26,060
6%
C
22,048
5%
B
5,767
1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I24
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I24:
QE_I53
0.22
QE_I52
0.22
QE_I43
0.21
QE_I44
0.21
QE_I11
0.21
QE_I26
0.21
QE_I46
0.21
QE_I13
0.21
QE_I45
0.20
QE_I60
0.20
QE_I67
0.20
QE_I06
0.20
QE_I40
0.20
QE_I56
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I24
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_FG_D2
0.26
NT_CE_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.15
ANO_FIM_EM
0.10
CO_GRUPO
0.07
CO_IES
0.07
CO_CURSO
0.06
CO_MUNIC_CURSO
0.06
CO_UF_CURSO
0.06
CO_CATEGAD
0.01
QE_I25
MISSING:
---
TOP CATEGORIES
E
158,226
36%
A
84,916
20%
H
68,635
16%
C
54,159
12%
B
33,606
8%
26,063
6%
D
4,697
1%
G
1,935
<1%
F
1,693
<1%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I25
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I25:
QE_I09
0.14
QE_I26
0.14
QE_I10
0.14
QE_I19
0.14
QE_I11
0.14
QE_I06
0.14
QE_I01
0.14
QE_I28
0.14
QE_I47
0.14
QE_I50
0.14
QE_I36
0.14
QE_I37
0.14
QE_I33
0.14
QE_I23
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I25
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.27
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.23
NU_IDADE
0.19
ANO_FIM_EM
0.14
CO_CURSO
0.06
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_IES
0.03
CO_CATEGAD
0.02
QE_I26
MISSING:
---
TOP CATEGORIES
F
149,793
35%
C
74,529
17%
A
41,857
10%
I
38,128
9%
H
31,534
7%
B
29,675
7%
26,064
6%
E
25,240
6%
G
10,541
2%
D
6,569
2%
ALL
433,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I26
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I26:
QE_I11
0.22
QE_I13
0.13
QE_I15
0.13
QE_I53
0.13
QE_I12
0.13
QE_I44
0.13
QE_I43
0.13
QE_I63
0.13
QE_I52
0.13
QE_I62
0.13
QE_I64
0.13
QE_I08
0.13
QE_I65
0.13
QE_I59
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I26
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.41
NT_FG_D2
0.28
NT_FG_D1
0.26
NT_CE_D2
0.25
NU_IDADE
0.19
CO_CURSO
0.14
ANO_FIM_EM
0.12
CO_IES
0.10
CO_GRUPO
0.09
CO_CATEGAD
0.07
CO_MUNIC_CURSO
0.06
CO_UF_CURSO
0.06
QE_I27
MISSING:
26,057
(6%)
TOP CATEGORIES
6.0
236,956
58%
5.0
103,243
25%
4.0
43,961
11%
3.0
14,261
3%
2.0
3,813
<1%
8.0
2,572
<1%
1.0
2,163
<1%
7.0
904
<1%
ALL
407,873
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I27
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I27:
QE_I28
0.41
QE_I29
0.37
QE_I38
0.36
QE_I31
0.36
QE_I49
0.36
QE_I30
0.35
QE_I36
0.34
QE_I47
0.34
QE_I55
0.33
QE_I66
0.33
QE_I34
0.33
QE_I33
0.33
QE_I48
0.33
QE_I37
0.33

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I27
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.18
NU_IDADE
0.11
ANO_FIM_EM
0.08
CO_IES
0.04
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_CATEGAD
0.03
CO_CURSO
0.03
QE_I28
MISSING:
26,056
(6%)
TOP CATEGORIES
6.0
222,256
54%
5.0
100,508
25%
4.0
47,562
12%
3.0
19,284
5%
2.0
7,475
2%
1.0
4,261
1%
8.0
4,151
1%
7.0
2,377
<1%
ALL
407,874
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I28
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I28:
QE_I27
0.37
QE_I29
0.34
QE_I38
0.34
QE_I49
0.33
QE_I47
0.33
QE_I48
0.33
QE_I30
0.32
QE_I31
0.31
QE_I36
0.31
QE_I40
0.31
QE_I55
0.31
QE_I37
0.30
QE_I39
0.30
QE_I66
0.30

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I28
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.26
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.19
NU_IDADE
0.12
ANO_FIM_EM
0.08
CO_IES
0.04
CO_CATEGAD
0.04
CO_CURSO
0.03
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
QE_I29
MISSING:
26,059
(6%)
TOP CATEGORIES
6.0
204,566
50%
5.0
104,486
26%
4.0
56,529
14%
3.0
24,108
6%
2.0
9,729
2%
1.0
5,275
1%
8.0
2,427
<1%
7.0
751
<1%
ALL
407,871
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I29
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I29:
QE_I30
0.37
QE_I38
0.35
QE_I49
0.33
QE_I28
0.33
QE_I36
0.32
QE_I34
0.32
QE_I27
0.32
QE_I33
0.32
QE_I37
0.32
QE_I31
0.32
QE_I40
0.32
QE_I47
0.32
QE_I48
0.31
QE_I55
0.31

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I29
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.17
NU_IDADE
0.12
ANO_FIM_EM
0.07
CO_CURSO
0.04
CO_IES
0.04
CO_CATEGAD
0.04
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
QE_I30
MISSING:
26,058
(6%)
TOP CATEGORIES
6.0
200,216
49%
5.0
96,564
24%
4.0
58,827
14%
3.0
28,031
7%
2.0
12,683
3%
1.0
7,954
2%
8.0
2,583
<1%
7.0
1,014
<1%
ALL
407,872
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I30
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I30:
QE_I29
0.36
QE_I38
0.33
QE_I49
0.32
QE_I31
0.32
QE_I47
0.32
QE_I40
0.31
QE_I48
0.31
QE_I36
0.31
QE_I37
0.30
QE_I33
0.30
QE_I34
0.30
QE_I28
0.30
QE_I27
0.29
QE_I35
0.29

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I30
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.18
NU_IDADE
0.12
ANO_FIM_EM
0.07
CO_IES
0.05
CO_CURSO
0.04
CO_CATEGAD
0.03
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
QE_I31
MISSING:
26,060
(6%)
TOP CATEGORIES
6.0
259,483
64%
5.0
86,982
21%
4.0
34,641
8%
3.0
13,962
3%
2.0
5,782
1%
1.0
3,932
<1%
8.0
2,167
<1%
7.0
921
<1%
ALL
407,870
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I31
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I31:
QE_I30
0.39
QE_I34
0.39
QE_I33
0.38
QE_I29
0.38
QE_I36
0.37
QE_I49
0.37
QE_I27
0.37
QE_I38
0.37
QE_I66
0.37
QE_I35
0.36
QE_I32
0.36
QE_I28
0.35
QE_I47
0.35
QE_I37
0.34

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I31
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.22
NU_IDADE
0.11
ANO_FIM_EM
0.07
CO_IES
0.04
CO_CURSO
0.03
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_CATEGAD
0.03
QE_I32
MISSING:
26,059
(6%)
TOP CATEGORIES
6.0
271,672
67%
5.0
80,644
20%
4.0
31,729
8%
3.0
12,521
3%
2.0
4,513
1%
1.0
3,533
<1%
8.0
1,734
<1%
7.0
1,525
<1%
ALL
407,871
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I32
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.45

THESE FEATURES
GIVE INFORMATION
ON QE_I32:
QE_I33
0.39
QE_I31
0.37
QE_I35
0.37
QE_I34
0.36
QE_I36
0.36
QE_I66
0.35
QE_I38
0.34
QE_I49
0.34
QE_I47
0.34
QE_I30
0.34
QE_I29
0.34
QE_I37
0.33
QE_I40
0.33
QE_I27
0.33

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I32
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D1
0.24
NT_FG_D2
0.24
CO_GRUPO
0.16
NU_IDADE
0.13
ANO_FIM_EM
0.09
CO_CURSO
0.03
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_IES
0.03
CO_CATEGAD
0.03
QE_I33
MISSING:
26,057
(6%)
TOP CATEGORIES
6.0
246,575
60%
5.0
97,437
24%
4.0
38,452
9%
3.0
13,703
3%
2.0
5,110
1%
1.0
3,476
<1%
8.0
1,957
<1%
7.0
1,163
<1%
ALL
407,873
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I33
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
QE_I34
0.45

THESE FEATURES
GIVE INFORMATION
ON QE_I33:
QE_I34
0.47
QE_I35
0.42
QE_I36
0.40
QE_I31
0.38
QE_I29
0.37
QE_I32
0.37
QE_I30
0.36
QE_I66
0.35
QE_I49
0.35
QE_I38
0.35
QE_I27
0.33
QE_I47
0.33
QE_I40
0.33
QE_I37
0.33

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I33
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.15
NU_IDADE
0.11
ANO_FIM_EM
0.07
CO_IES
0.04
CO_CURSO
0.03
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_CATEGAD
0.03
QE_I34
MISSING:
26,061
(6%)
TOP CATEGORIES
6.0
240,124
59%
5.0
96,790
24%
4.0
40,473
10%
3.0
15,658
4%
2.0
6,158
2%
1.0
4,103
1%
8.0
2,457
<1%
7.0
2,106
<1%
ALL
407,869
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I34
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
QE_I33
0.47

THESE FEATURES
GIVE INFORMATION
ON QE_I34:
QE_I33
0.45
QE_I35
0.39
QE_I36
0.38
QE_I31
0.36
QE_I29
0.36
QE_I66
0.35
QE_I30
0.34
QE_I49
0.34
QE_I38
0.34
QE_I32
0.33
QE_I27
0.32
QE_I40
0.32
QE_I47
0.32
QE_I37
0.32

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I34
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.16
NU_IDADE
0.11
ANO_FIM_EM
0.07
CO_IES
0.04
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_CURSO
0.03
CO_CATEGAD
0.03
QE_I35
MISSING:
26,058
(6%)
TOP CATEGORIES
6.0
234,839
58%
5.0
98,761
24%
4.0
43,903
11%
3.0
16,571
4%
2.0
6,254
2%
1.0
4,094
1%
8.0
1,847
<1%
7.0
1,603
<1%
ALL
407,872
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I35
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I35:
QE_I36
0.41
QE_I33
0.40
QE_I34
0.39
QE_I38
0.33
QE_I31
0.33
QE_I49
0.33
QE_I29
0.33
QE_I30
0.33
QE_I32
0.33
QE_I66
0.32
QE_I47
0.32
QE_I40
0.32
QE_I37
0.32
QE_I27
0.31

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I35
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D1
0.24
NT_FG_D2
0.24
CO_GRUPO
0.17
NU_IDADE
0.11
ANO_FIM_EM
0.08
CO_IES
0.04
CO_MUNIC_CURSO
0.04
CO_UF_CURSO
0.04
CO_CURSO
0.03
CO_CATEGAD
0.02
QE_I36
MISSING:
26,060
(6%)
TOP CATEGORIES
6.0
238,029
58%
5.0
103,936
25%
4.0
41,536
10%
3.0
13,927
3%
2.0
4,510
1%
1.0
3,003
<1%
8.0
2,190
<1%
7.0
739
<1%
ALL
407,870
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I36
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I36:
QE_I35
0.42
QE_I34
0.39
QE_I33
0.39
QE_I49
0.38
QE_I38
0.38
QE_I29
0.37
QE_I30
0.36
QE_I31
0.36
QE_I37
0.36
QE_I47
0.35
QE_I66
0.35
QE_I40
0.35
QE_I39
0.35
QE_I27
0.34

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I36
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D1
0.24
NT_FG_D2
0.24
CO_GRUPO
0.16
NU_IDADE
0.11
ANO_FIM_EM
0.07
CO_IES
0.03
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_CURSO
0.03
CO_CATEGAD
0.03
QE_I37
MISSING:
26,059
(6%)
TOP CATEGORIES
6.0
199,107
49%
5.0
99,844
24%
4.0
57,524
14%
3.0
25,745
6%
2.0
12,720
3%
1.0
9,975
2%
8.0
1,869
<1%
7.0
1,087
<1%
ALL
407,871
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I37
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I37:
QE_I38
0.41
QE_I40
0.34
QE_I55
0.31
QE_I49
0.31
QE_I29
0.31
QE_I39
0.31
QE_I48
0.31
QE_I36
0.30
QE_I47
0.30
QE_I30
0.30
QE_I57
0.30
QE_I56
0.29
QE_I66
0.29
QE_I28
0.28

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I37
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.25
NT_FG_D1
0.24
CO_GRUPO
0.18
NU_IDADE
0.13
ANO_FIM_EM
0.08
CO_IES
0.06
CO_CURSO
0.06
CO_CATEGAD
0.05
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
QE_I38
MISSING:
26,059
(6%)
TOP CATEGORIES
6.0
191,928
47%
5.0
112,500
28%
4.0
60,803
15%
3.0
24,639
6%
2.0
9,287
2%
1.0
5,589
1%
8.0
2,366
<1%
7.0
759
<1%
ALL
407,871
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I38
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I38:
QE_I37
0.42
QE_I39
0.38
QE_I40
0.37
QE_I55
0.36
QE_I49
0.36
QE_I29
0.35
QE_I48
0.34
QE_I47
0.34
QE_I30
0.34
QE_I57
0.33
QE_I36
0.33
QE_I28
0.32
QE_I66
0.32
QE_I27
0.31

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I38
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.25
NT_FG_D1
0.24
CO_GRUPO
0.17
NU_IDADE
0.12
ANO_FIM_EM
0.07
CO_IES
0.05
CO_CURSO
0.05
CO_CATEGAD
0.04
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
QE_I39
MISSING:
26,059
(6%)
TOP CATEGORIES
6.0
217,595
53%
5.0
104,847
26%
4.0
49,336
12%
3.0
19,684
5%
2.0
7,264
2%
1.0
4,154
1%
8.0
3,947
<1%
7.0
1,044
<1%
ALL
407,871
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I39
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I39:
QE_I38
0.40
QE_I40
0.35
QE_I49
0.34
QE_I37
0.33
QE_I55
0.33
QE_I47
0.32
QE_I36
0.32
QE_I29
0.32
QE_I48
0.31
QE_I66
0.31
QE_I57
0.31
QE_I30
0.30
QE_I28
0.30
QE_I31
0.30

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I39
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.16
NU_IDADE
0.11
ANO_FIM_EM
0.07
CO_MUNIC_CURSO
0.04
CO_UF_CURSO
0.04
CO_IES
0.03
CO_CATEGAD
0.03
CO_CURSO
0.03
QE_I40
MISSING:
26,058
(6%)
TOP CATEGORIES
6.0
163,753
40%
5.0
93,565
23%
4.0
66,530
16%
3.0
35,297
9%
2.0
18,107
4%
1.0
16,409
4%
8.0
11,564
3%
7.0
2,647
<1%
ALL
407,872
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I40
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I40:
QE_I38
0.32
QE_I37
0.30
QE_I48
0.29
QE_I41
0.29
QE_I39
0.29
QE_I49
0.28
QE_I55
0.28
QE_I47
0.28
QE_I30
0.28
QE_I46
0.27
QE_I67
0.27
QE_I29
0.27
QE_I56
0.27
QE_I66
0.26

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I40
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.12
NU_IDADE
0.12
ANO_FIM_EM
0.07
CO_CURSO
0.05
CO_IES
0.05
CO_CATEGAD
0.04
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
QE_I41
MISSING:
26,060
(6%)
TOP CATEGORIES
6.0
213,779
52%
5.0
81,887
20%
4.0
48,565
12%
3.0
28,090
7%
2.0
16,397
4%
1.0
14,599
4%
8.0
3,477
<1%
7.0
1,076
<1%
ALL
407,870
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I41
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I41:
QE_I40
0.32
QE_I38
0.29
QE_I59
0.28
QE_I56
0.28
QE_I55
0.28
QE_I37
0.28
QE_I49
0.28
QE_I48
0.27
QE_I47
0.27
QE_I45
0.27
QE_I67
0.27
QE_I46
0.27
QE_I39
0.26
QE_I60
0.26

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I41
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.11
CO_GRUPO
0.11
ANO_FIM_EM
0.07
CO_IES
0.04
CO_CURSO
0.04
CO_CATEGAD
0.03
CO_MUNIC_CURSO
0.01
CO_UF_CURSO
0.01
QE_I42
MISSING:
26,059
(6%)
TOP CATEGORIES
6.0
266,407
65%
5.0
87,031
21%
4.0
33,094
8%
3.0
11,969
3%
2.0
4,065
<1%
1.0
2,939
<1%
8.0
1,714
<1%
7.0
652
<1%
ALL
407,871
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I42
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I42:
QE_I36
0.36
QE_I49
0.35
QE_I38
0.35
QE_I39
0.34
QE_I29
0.34
QE_I47
0.34
QE_I66
0.34
QE_I33
0.33
QE_I34
0.33
QE_I35
0.33
QE_I40
0.33
QE_I31
0.33
QE_I55
0.33
QE_I30
0.33

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I42
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D1
0.24
NT_FG_D2
0.24
CO_GRUPO
0.14
NU_IDADE
0.11
ANO_FIM_EM
0.07
CO_CURSO
0.03
CO_IES
0.02
CO_CATEGAD
0.02
CO_MUNIC_CURSO
0.01
CO_UF_CURSO
0.01
QE_I43
MISSING:
26,063
(6%)
TOP CATEGORIES
6.0
211,909
52%
5.0
78,674
19%
4.0
48,731
12%
3.0
26,467
6%
2.0
14,622
4%
1.0
14,561
4%
8.0
9,306
2%
7.0
3,597
<1%
ALL
407,867
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I43
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
QE_I44
0.45

THESE FEATURES
GIVE INFORMATION
ON QE_I43:
QE_I44
0.47
QE_I45
0.35
QE_I46
0.34
QE_I52
0.29
QE_I53
0.28
QE_I67
0.28
QE_I40
0.27
QE_I47
0.27
QE_I60
0.27
QE_I49
0.26
QE_I48
0.26
QE_I41
0.26
QE_I66
0.25
QE_I59
0.25

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I43
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.13
CO_GRUPO
0.13
ANO_FIM_EM
0.08
CO_CURSO
0.05
CO_IES
0.03
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
CO_CATEGAD
0.02
QE_I44
MISSING:
26,064
(6%)
TOP CATEGORIES
6.0
204,957
50%
5.0
78,647
19%
4.0
49,639
12%
3.0
28,316
7%
1.0
16,860
4%
2.0
16,047
4%
8.0
9,321
2%
7.0
4,079
1%
ALL
407,866
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I44
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
QE_I43
0.47

THESE FEATURES
GIVE INFORMATION
ON QE_I44:
QE_I43
0.45
QE_I45
0.34
QE_I46
0.34
QE_I52
0.29
QE_I53
0.27
QE_I67
0.27
QE_I40
0.26
QE_I47
0.26
QE_I60
0.26
QE_I48
0.25
QE_I49
0.25
QE_I41
0.24
QE_I59
0.24
QE_I66
0.24

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I44
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.13
CO_GRUPO
0.12
ANO_FIM_EM
0.09
CO_CURSO
0.05
CO_IES
0.03
CO_CATEGAD
0.02
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
QE_I45
MISSING:
26,061
(6%)
TOP CATEGORIES
6.0
213,530
52%
5.0
85,858
21%
4.0
50,688
12%
3.0
26,564
7%
2.0
12,819
3%
1.0
9,923
2%
8.0
6,168
2%
7.0
2,319
<1%
ALL
407,869
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I45
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I45:
QE_I44
0.36
QE_I43
0.36
QE_I46
0.36
QE_I67
0.31
QE_I47
0.31
QE_I40
0.30
QE_I49
0.29
QE_I52
0.29
QE_I48
0.29
QE_I66
0.28
QE_I38
0.28
QE_I60
0.28
QE_I55
0.28
QE_I41
0.27

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I45
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.14
NU_IDADE
0.12
ANO_FIM_EM
0.08
CO_CURSO
0.03
CO_IES
0.03
CO_CATEGAD
0.03
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
QE_I46
MISSING:
26,064
(6%)
TOP CATEGORIES
6.0
162,335
40%
5.0
70,894
17%
4.0
51,847
13%
8.0
45,139
11%
3.0
30,574
7%
1.0
21,397
5%
2.0
16,636
4%
7.0
9,044
2%
ALL
407,866
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I46
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I46:
QE_I44
0.30
QE_I45
0.30
QE_I43
0.29
QE_I52
0.27
QE_I53
0.26
QE_I67
0.26
QE_I40
0.25
QE_I47
0.25
QE_I48
0.24
QE_I60
0.24
QE_I49
0.23
QE_I41
0.22
QE_I38
0.22
QE_I56
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I46
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.13
NU_IDADE
0.13
ANO_FIM_EM
0.08
CO_IES
0.05
CO_MUNIC_CURSO
0.04
CO_UF_CURSO
0.04
CO_CURSO
0.04
CO_CATEGAD
0.02
QE_I47
MISSING:
26,064
(6%)
TOP CATEGORIES
6.0
207,599
51%
5.0
91,370
22%
4.0
54,103
13%
3.0
27,368
7%
2.0
14,079
3%
1.0
8,848
2%
8.0
2,750
<1%
7.0
1,749
<1%
ALL
407,866
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I47
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I47:
QE_I48
0.47
QE_I49
0.38
QE_I38
0.33
QE_I63
0.32
QE_I55
0.32
QE_I40
0.32
QE_I30
0.32
QE_I66
0.32
QE_I45
0.31
QE_I28
0.31
QE_I29
0.30
QE_I62
0.30
QE_I37
0.30
QE_I46
0.30

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I47
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.24
NU_IDADE
0.12
ANO_FIM_EM
0.08
CO_CURSO
0.04
CO_CATEGAD
0.04
CO_IES
0.03
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
QE_I48
MISSING:
26,063
(6%)
TOP CATEGORIES
6.0
168,851
41%
5.0
93,514
23%
4.0
64,358
16%
3.0
36,479
9%
2.0
21,972
5%
1.0
17,780
4%
8.0
2,607
<1%
7.0
2,306
<1%
ALL
407,867
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I48
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
QE_I47
0.47

THESE FEATURES
GIVE INFORMATION
ON QE_I48:
QE_I47
0.42
QE_I49
0.35
QE_I38
0.30
QE_I63
0.30
QE_I40
0.30
QE_I62
0.29
QE_I55
0.29
QE_I30
0.28
QE_I37
0.28
QE_I28
0.27
QE_I29
0.27
QE_I66
0.27
QE_I67
0.27
QE_I46
0.26

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I48
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.20
NU_IDADE
0.13
ANO_FIM_EM
0.08
CO_CURSO
0.04
CO_CATEGAD
0.04
CO_IES
0.04
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
QE_I49
MISSING:
26,063
(6%)
TOP CATEGORIES
6.0
213,020
52%
5.0
105,585
26%
4.0
50,956
12%
3.0
21,212
5%
2.0
8,197
2%
1.0
4,993
1%
8.0
3,090
<1%
7.0
814
<1%
ALL
407,867
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I49
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I49:
QE_I48
0.41
QE_I47
0.40
QE_I38
0.37
QE_I55
0.37
QE_I66
0.35
QE_I40
0.35
QE_I30
0.34
QE_I36
0.34
QE_I29
0.34
QE_I57
0.34
QE_I39
0.33
QE_I63
0.33
QE_I28
0.33
QE_I37
0.33

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I49
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.21
NU_IDADE
0.11
ANO_FIM_EM
0.07
CO_IES
0.04
CO_CATEGAD
0.03
CO_CURSO
0.03
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
QE_I50
MISSING:
26,065
(6%)
TOP CATEGORIES
6.0
253,065
62%
5.0
72,444
18%
4.0
29,868
7%
7.0
15,188
4%
8.0
13,039
3%
3.0
12,410
3%
1.0
6,421
2%
2.0
5,430
1%
ALL
407,865
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I50
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.45

THESE FEATURES
GIVE INFORMATION
ON QE_I50:
QE_I51
0.34
QE_I49
0.30
QE_I48
0.29
QE_I47
0.29
QE_I28
0.28
QE_I66
0.28
QE_I55
0.27
QE_I38
0.27
QE_I40
0.26
QE_I63
0.26
QE_I36
0.26
QE_I39
0.26
QE_I57
0.26
QE_I67
0.26

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I50
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.15
NU_IDADE
0.13
ANO_FIM_EM
0.09
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_CURSO
0.03
CO_CATEGAD
0.03
CO_IES
0.03
QE_I51
MISSING:
26,063
(6%)
TOP CATEGORIES
6.0
237,868
58%
5.0
81,588
20%
4.0
31,797
8%
7.0
21,898
5%
8.0
12,976
3%
3.0
11,997
3%
1.0
4,928
1%
2.0
4,815
1%
ALL
407,867
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I51
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I51:
QE_I50
0.33
QE_I49
0.31
QE_I66
0.29
QE_I55
0.29
QE_I38
0.29
QE_I47
0.29
QE_I48
0.28
QE_I36
0.28
QE_I40
0.28
QE_I39
0.28
QE_I28
0.27
QE_I35
0.27
QE_I29
0.27
QE_I33
0.27

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I51
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.13
NU_IDADE
0.11
ANO_FIM_EM
0.08
CO_IES
0.05
CO_CURSO
0.04
CO_CATEGAD
0.03
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
QE_I52
MISSING:
26,068
(6%)
TOP CATEGORIES
6.0
136,654
34%
1.0
54,232
13%
5.0
53,121
13%
4.0
43,768
11%
8.0
35,606
9%
3.0
32,247
8%
7.0
28,752
7%
2.0
23,482
6%
ALL
407,862
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I52
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I53
0.56
QE_I14
0.52

THESE FEATURES
GIVE INFORMATION
ON QE_I52:
QE_I53
0.57
QE_I46
0.25
QE_I44
0.23
QE_I43
0.23
QE_I67
0.22
QE_I45
0.22
QE_I40
0.21
QE_I60
0.21
QE_I48
0.21
QE_I47
0.20
QE_I54
0.20
QE_I62
0.20
QE_I63
0.20
QE_I56
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I52
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_FG_D2
0.25
NT_CE_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.15
CO_GRUPO
0.13
ANO_FIM_EM
0.09
CO_CURSO
0.06
CO_IES
0.06
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_CATEGAD
0.03
QE_I53
MISSING:
26,065
(6%)
TOP CATEGORIES
6.0
124,077
30%
1.0
69,975
17%
5.0
45,110
11%
7.0
39,006
10%
4.0
38,129
9%
8.0
36,750
9%
3.0
29,760
7%
2.0
25,058
6%
ALL
407,865
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I53
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I52
0.57
QE_I14
0.54

THESE FEATURES
GIVE INFORMATION
ON QE_I53:
QE_I52
0.56
QE_I46
0.24
QE_I44
0.22
QE_I43
0.22
QE_I67
0.21
QE_I45
0.20
QE_I60
0.20
QE_I40
0.20
QE_I48
0.19
QE_I54
0.19
QE_I62
0.19
QE_I56
0.19
QE_I63
0.18
QE_I47
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I53
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_FG_D2
0.25
NT_CE_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.16
CO_GRUPO
0.13
ANO_FIM_EM
0.10
CO_IES
0.08
CO_CURSO
0.07
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_CATEGAD
0.03
QE_I54
MISSING:
26,061
(6%)
TOP CATEGORIES
6.0
239,516
59%
5.0
76,720
19%
4.0
40,026
10%
3.0
19,776
5%
8.0
10,157
2%
2.0
9,591
2%
1.0
9,286
2%
7.0
2,797
<1%
ALL
407,869
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I54
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I54:
QE_I55
0.33
QE_I49
0.29
QE_I66
0.28
QE_I67
0.28
QE_I40
0.28
QE_I59
0.28
QE_I47
0.28
QE_I58
0.28
QE_I38
0.28
QE_I63
0.28
QE_I56
0.28
QE_I60
0.28
QE_I52
0.28
QE_I45
0.28

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I54
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.12
CO_GRUPO
0.11
ANO_FIM_EM
0.08
CO_CURSO
0.03
CO_CATEGAD
0.03
CO_IES
0.03
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
QE_I55
MISSING:
26,062
(6%)
TOP CATEGORIES
6.0
209,503
51%
5.0
111,986
27%
4.0
50,932
12%
3.0
19,472
5%
2.0
6,742
2%
1.0
4,201
1%
8.0
4,066
<1%
7.0
966
<1%
ALL
407,868
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I55
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.52
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I55:
QE_I38
0.38
QE_I49
0.37
QE_I57
0.35
QE_I40
0.34
QE_I47
0.34
QE_I66
0.34
QE_I48
0.34
QE_I56
0.34
QE_I37
0.34
QE_I54
0.33
QE_I39
0.33
QE_I63
0.32
QE_I59
0.32
QE_I58
0.32

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I55
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.16
NU_IDADE
0.11
ANO_FIM_EM
0.07
CO_IES
0.04
CO_CATEGAD
0.04
CO_CURSO
0.04
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
QE_I56
MISSING:
26,066
(6%)
TOP CATEGORIES
6.0
197,654
48%
5.0
98,175
24%
4.0
56,416
14%
3.0
27,148
7%
2.0
12,731
3%
1.0
8,896
2%
8.0
4,444
1%
7.0
2,400
<1%
ALL
407,864
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I56
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I56:
QE_I55
0.31
QE_I57
0.30
QE_I40
0.30
QE_I38
0.29
QE_I37
0.29
QE_I60
0.28
QE_I59
0.28
QE_I49
0.28
QE_I67
0.28
QE_I58
0.28
QE_I41
0.28
QE_I48
0.27
QE_I62
0.27
QE_I63
0.27

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I56
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.13
CO_GRUPO
0.10
ANO_FIM_EM
0.09
CO_CURSO
0.04
CO_IES
0.04
CO_CATEGAD
0.03
CO_MUNIC_CURSO
0.01
CO_UF_CURSO
0.01
QE_I57
MISSING:
26,067
(6%)
TOP CATEGORIES
6.0
226,272
55%
5.0
114,002
28%
4.0
43,510
11%
3.0
15,020
4%
2.0
4,358
1%
1.0
2,382
<1%
8.0
1,733
<1%
7.0
586
<1%
ALL
407,863
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I57
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I57:
QE_I55
0.39
QE_I38
0.37
QE_I49
0.37
QE_I56
0.36
QE_I58
0.35
QE_I37
0.34
QE_I47
0.34
QE_I48
0.34
QE_I66
0.34
QE_I39
0.33
QE_I63
0.33
QE_I59
0.33
QE_I40
0.32
QE_I62
0.32

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I57
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.18
NU_IDADE
0.12
ANO_FIM_EM
0.07
CO_CATEGAD
0.04
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_IES
0.03
CO_CURSO
0.02
QE_I58
MISSING:
26,069
(6%)
TOP CATEGORIES
6.0
251,914
62%
5.0
87,125
21%
4.0
38,139
9%
3.0
15,637
4%
2.0
6,142
2%
1.0
3,972
<1%
8.0
3,182
<1%
7.0
1,750
<1%
ALL
407,861
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I58
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I58:
QE_I59
0.36
QE_I49
0.35
QE_I57
0.35
QE_I55
0.35
QE_I66
0.34
QE_I63
0.34
QE_I47
0.34
QE_I60
0.33
QE_I38
0.33
QE_I56
0.33
QE_I62
0.33
QE_I61
0.32
QE_I67
0.32
QE_I48
0.32

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I58
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.15
NU_IDADE
0.12
ANO_FIM_EM
0.08
CO_CURSO
0.03
CO_IES
0.03
CO_CATEGAD
0.02
ANO_IN_GRAD
0.01
CO_MUNIC_CURSO
0.01
QE_I59
MISSING:
26,070
(6%)
TOP CATEGORIES
6.0
213,115
52%
5.0
91,013
22%
4.0
49,799
12%
3.0
23,904
6%
2.0
11,617
3%
1.0
10,437
3%
8.0
6,834
2%
7.0
1,141
<1%
ALL
407,860
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I59
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I59:
QE_I60
0.34
QE_I62
0.33
QE_I63
0.33
QE_I61
0.32
QE_I58
0.31
QE_I55
0.30
QE_I67
0.29
QE_I49
0.29
QE_I66
0.29
QE_I56
0.29
QE_I40
0.29
QE_I41
0.29
QE_I48
0.29
QE_I38
0.28

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I59
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.11
CO_GRUPO
0.10
ANO_FIM_EM
0.07
CO_CATEGAD
0.05
CO_IES
0.03
CO_CURSO
0.03
CO_MUNIC_CURSO
0.01
CO_UF_CURSO
0.01
QE_I60
MISSING:
26,069
(6%)
TOP CATEGORIES
6.0
206,262
51%
5.0
85,974
21%
4.0
50,815
12%
3.0
26,254
6%
2.0
13,325
3%
1.0
13,121
3%
8.0
7,724
2%
7.0
4,386
1%
ALL
407,861
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I60
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I60:
QE_I59
0.32
QE_I63
0.29
QE_I62
0.29
QE_I61
0.29
QE_I67
0.28
QE_I56
0.28
QE_I49
0.28
QE_I55
0.28
QE_I46
0.28
QE_I66
0.27
QE_I40
0.27
QE_I58
0.27
QE_I47
0.27
QE_I48
0.27

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I60
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.13
NU_IDADE
0.12
ANO_FIM_EM
0.08
CO_CURSO
0.03
CO_CATEGAD
0.03
CO_IES
0.03
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
QE_I61
MISSING:
26,070
(6%)
TOP CATEGORIES
6.0
206,042
51%
5.0
97,170
24%
4.0
53,610
13%
3.0
25,831
6%
2.0
12,664
3%
1.0
9,225
2%
8.0
1,747
<1%
7.0
1,571
<1%
ALL
407,860
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I61
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I61:
QE_I62
0.41
QE_I63
0.39
QE_I59
0.33
QE_I68
0.31
QE_I60
0.30
QE_I64
0.29
QE_I55
0.28
QE_I58
0.28
QE_I49
0.28
QE_I66
0.28
QE_I67
0.28
QE_I48
0.27
QE_I38
0.27
QE_I40
0.27

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I61
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.24
NT_FG_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.13
CO_GRUPO
0.09
ANO_FIM_EM
0.08
CO_CURSO
0.06
CO_IES
0.05
CO_MUNIC_CURSO
0.04
CO_UF_CURSO
0.04
CO_CATEGAD
0.04
QE_I62
MISSING:
26,070
(6%)
TOP CATEGORIES
6.0
187,533
46%
5.0
91,276
22%
4.0
57,753
14%
3.0
31,862
8%
2.0
17,755
4%
1.0
15,534
4%
7.0
3,320
<1%
8.0
2,827
<1%
ALL
407,860
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I62
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I63
0.55
QE_I14
0.51

THESE FEATURES
GIVE INFORMATION
ON QE_I62:
QE_I63
0.53
QE_I61
0.37
QE_I59
0.31
QE_I48
0.30
QE_I64
0.29
QE_I60
0.28
QE_I47
0.28
QE_I49
0.27
QE_I67
0.27
QE_I55
0.27
QE_I40
0.27
QE_I66
0.27
QE_I68
0.27
QE_I38
0.27

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I62
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.14
CO_GRUPO
0.10
ANO_FIM_EM
0.09
CO_CURSO
0.05
CO_CATEGAD
0.04
CO_IES
0.03
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
QE_I63
MISSING:
26,073
(6%)
TOP CATEGORIES
6.0
198,888
49%
5.0
92,590
23%
4.0
53,515
13%
3.0
28,741
7%
2.0
15,385
4%
1.0
12,193
3%
7.0
3,543
<1%
8.0
3,002
<1%
ALL
407,857
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I63
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I62
0.53
QE_I14
0.51

THESE FEATURES
GIVE INFORMATION
ON QE_I63:
QE_I62
0.55
QE_I61
0.37
QE_I48
0.32
QE_I59
0.31
QE_I47
0.31
QE_I64
0.31
QE_I49
0.30
QE_I60
0.29
QE_I66
0.29
QE_I55
0.29
QE_I67
0.29
QE_I38
0.28
QE_I58
0.28
QE_I40
0.28

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I63
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.14
CO_GRUPO
0.12
ANO_FIM_EM
0.09
CO_CURSO
0.05
CO_CATEGAD
0.04
CO_IES
0.03
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
QE_I64
MISSING:
26,068
(6%)
TOP CATEGORIES
6.0
236,613
58%
5.0
92,659
23%
4.0
41,297
10%
3.0
17,568
4%
2.0
7,096
2%
8.0
6,542
2%
1.0
4,710
1%
7.0
1,377
<1%
ALL
407,862
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I64
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I64:
QE_I65
0.38
QE_I63
0.35
QE_I62
0.34
QE_I61
0.31
QE_I66
0.31
QE_I59
0.31
QE_I67
0.30
QE_I55
0.30
QE_I68
0.30
QE_I49
0.30
QE_I60
0.30
QE_I58
0.29
QE_I39
0.29
QE_I48
0.28

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I64
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.24
NT_FG_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.12
CO_GRUPO
0.10
ANO_FIM_EM
0.08
CO_CURSO
0.04
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_CATEGAD
0.03
CO_IES
0.03
QE_I65
MISSING:
26,067
(6%)
TOP CATEGORIES
6.0
223,986
55%
5.0
74,832
18%
4.0
36,843
9%
8.0
25,973
6%
3.0
18,337
4%
1.0
13,166
3%
2.0
9,303
2%
7.0
5,423
1%
ALL
407,863
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I65
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I65:
QE_I64
0.33
QE_I66
0.28
QE_I63
0.28
QE_I62
0.27
QE_I67
0.27
QE_I59
0.26
QE_I61
0.26
QE_I60
0.26
QE_I55
0.26
QE_I49
0.26
QE_I58
0.25
QE_I40
0.25
QE_I54
0.25
QE_I68
0.25

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I65
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.24
NT_FG_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.12
CO_GRUPO
0.09
ANO_FIM_EM
0.08
CO_CURSO
0.05
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
CO_CATEGAD
0.03
CO_IES
0.03
QE_I66
MISSING:
26,070
(6%)
TOP CATEGORIES
6.0
235,491
58%
5.0
89,535
22%
4.0
42,277
10%
3.0
17,628
4%
2.0
6,969
2%
8.0
6,154
2%
1.0
5,830
1%
7.0
3,976
<1%
ALL
407,860
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I66
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I66:
QE_I67
0.39
QE_I49
0.36
QE_I55
0.35
QE_I47
0.34
QE_I38
0.34
QE_I34
0.33
QE_I63
0.33
QE_I31
0.33
QE_I48
0.33
QE_I40
0.32
QE_I36
0.32
QE_I33
0.32
QE_I29
0.32
QE_I58
0.32

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I66
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
CO_GRUPO
0.18
NU_IDADE
0.12
ANO_FIM_EM
0.08
CO_IES
0.04
CO_CURSO
0.03
CO_CATEGAD
0.03
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02
QE_I67
MISSING:
26,067
(6%)
TOP CATEGORIES
6.0
195,316
48%
5.0
80,369
20%
4.0
51,954
13%
3.0
28,973
7%
1.0
17,014
4%
2.0
15,945
4%
8.0
12,442
3%
7.0
5,850
1%
ALL
407,863
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I67
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I67:
QE_I66
0.32
QE_I46
0.28
QE_I45
0.28
QE_I40
0.28
QE_I63
0.27
QE_I47
0.27
QE_I49
0.27
QE_I48
0.27
QE_I60
0.27
QE_I59
0.27
QE_I62
0.27
QE_I52
0.26
QE_I43
0.26
QE_I55
0.26

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I67
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.25
NT_FG_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.13
CO_GRUPO
0.12
ANO_FIM_EM
0.08
CO_IES
0.05
CO_CATEGAD
0.04
CO_CURSO
0.04
CO_MUNIC_CURSO
0.03
CO_UF_CURSO
0.03
QE_I68
MISSING:
26,075
(6%)
TOP CATEGORIES
6.0
227,296
56%
5.0
80,252
20%
4.0
44,211
11%
3.0
24,455
6%
2.0
13,579
3%
1.0
11,938
3%
7.0
3,505
<1%
8.0
2,619
<1%
ALL
407,855
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I68
PROVIDES INFORMATION ON...
NU_ANO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00
DS_VT_GAB_OFG_ORIG
1.00
DS_VT_GAB_OFG_FIN
1.00
QE_I03
0.78
QE_I14
0.51
TP_PR_GER
0.44

THESE FEATURES
GIVE INFORMATION
ON QE_I68:
QE_I61
0.31
QE_I63
0.30
QE_I62
0.30
QE_I67
0.29
QE_I59
0.28
QE_I64
0.27
QE_I66
0.27
QE_I65
0.26
QE_I55
0.26
QE_I60
0.26
QE_I58
0.25
QE_I40
0.25
QE_I49
0.25
QE_I38
0.25

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I68
CORRELATION RATIO WITH...
QE_I16
0.63
NT_FG_D1_PT
0.41
NT_FG_D2_PT
0.39
NT_CE_D2
0.24
NT_FG_D2
0.24
NT_FG_D1
0.24
NU_IDADE
0.14
ANO_FIM_EM
0.09
CO_GRUPO
0.08
CO_CURSO
0.06
CO_CATEGAD
0.05
CO_IES
0.04
CO_MUNIC_CURSO
0.02
CO_UF_CURSO
0.02